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McIlraith},\\n  title     = {Epistemic Planning (Dagstuhl Seminar 17231)},\\n  journal   = {Dagstuhl Reports},\\n  volume    = {7},\\n  number    = {6},\\n  pages     = {1-47},\\n  year      = {2017},\\n  url       = {https://doi.org/10.4230/DagRep.7.6.1},\\n  keywords  = {epistemic, planning}\\n}\\n\\n\",\"author_short\":[\"Baral, C.\",\"Bolander, T.\",\"van Ditmarsch, H.\",\"McIlraith, S. A.\"],\"key\":\"bar-etal-dagstuhl17\",\"id\":\"bar-etal-dagstuhl17\",\"bibbaseid\":\"baral-bolander-vanditmarsch-mcilraith-epistemicplanningdagstuhlseminar17231-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.4230/DagRep.7.6.1\"},\"keyword\":[\"epistemic\",\"planning\"],\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":2,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Leon\"],\"propositions\":[],\"lastnames\":[\"Illanes\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"Numeric Planning via Abstraction and Policy Guided Search\",\"booktitle\":\"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017\",\"pages\":\"4338-4345\",\"year\":\"2017\",\"url\":\"https://doi.org/10.24963/ijcai.2017/606\",\"bibtex\":\"@inproceedings{ill-mci-ijcai17,\\n  author    = {Leon Illanes and\\n               Sheila A. McIlraith},\\n  title     = {Numeric Planning via Abstraction and Policy Guided Search},\\n  booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on\\n               Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August\\n               19-25, 2017},\\n  pages     = {4338-4345},\\n  year      = {2017},\\n  url       = {https://doi.org/10.24963/ijcai.2017/606}\\n}\\n\\n\",\"author_short\":[\"Illanes, L.\",\"McIlraith, S. A.\"],\"key\":\"ill-mci-ijcai17\",\"id\":\"ill-mci-ijcai17\",\"bibbaseid\":\"illanes-mcilraith-numericplanningviaabstractionandpolicyguidedsearch-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.24963/ijcai.2017/606\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Toryn\",\"Q.\"],\"propositions\":[],\"lastnames\":[\"Klassen\"],\"suffixes\":[]},{\"firstnames\":[\"Hector\",\"J.\"],\"propositions\":[],\"lastnames\":[\"Levesque\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"Towards Representing What Readers of Fiction Believe\",\"booktitle\":\"Proceedings of the Thirteenth International Symposium on Commonsense Reasoning, COMMONSENSE 2017, London, UK, November 6-8, 2017.\",\"year\":\"2017\",\"url\":\"http://ceur-ws.org/Vol-2052/paper12.pdf\",\"bibtex\":\"@inproceedings{kla-lev-mci-cs17,\\n  author    = {Toryn Q. Klassen and\\n               Hector J. Levesque and\\n               Sheila A. McIlraith},\\n  title     = {Towards Representing What Readers of Fiction Believe},\\n  booktitle = {Proceedings of the Thirteenth International Symposium on Commonsense\\n               Reasoning, {COMMONSENSE} 2017, London, UK, November 6-8, 2017.},\\n  year      = {2017},\\n  url       = {http://ceur-ws.org/Vol-2052/paper12.pdf}\\n}\\n\",\"author_short\":[\"Klassen, T. Q.\",\"Levesque, H. J.\",\"McIlraith, S. A.\"],\"key\":\"kla-lev-mci-cs17\",\"id\":\"kla-lev-mci-cs17\",\"bibbaseid\":\"klassen-levesque-mcilraith-towardsrepresentingwhatreadersoffictionbelieve-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://ceur-ws.org/Vol-2052/paper12.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Alberto\"],\"propositions\":[],\"lastnames\":[\"Camacho\"],\"suffixes\":[]},{\"firstnames\":[\"Jorge\",\"A.\"],\"propositions\":[],\"lastnames\":[\"Baier\"],\"suffixes\":[]},{\"firstnames\":[\"Christian\",\"J.\"],\"propositions\":[],\"lastnames\":[\"Muise\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"Bridging the Gap Between LTL Synthesis and Automated Planning\",\"booktitle\":\"Workshop on Generalized Planning (GenPlan'17)\",\"url\":\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-genplan17.pdf\",\"year\":\"2017\",\"bibtex\":\"@inproceedings{cam-bai-mui-mci-genplan17,\\n  author    = {Alberto Camacho and\\n               Jorge A. Baier and\\n               Christian J. Muise and\\n               Sheila A. McIlraith},\\n  title     = {Bridging the Gap Between {LTL} Synthesis and Automated Planning},\\n  booktitle = {Workshop on Generalized Planning ({GenPlan}'17)},\\nurl = {http://www.cs.toronto.edu/~sheila/publications/cam-etal-genplan17.pdf},\\n  year      = {2017}\\n}\\n\\n\\n\\n\",\"author_short\":[\"Camacho, A.\",\"Baier, J. A.\",\"Muise, C. J.\",\"McIlraith, S. A.\"],\"key\":\"cam-bai-mui-mci-genplan17\",\"id\":\"cam-bai-mui-mci-genplan17\",\"bibbaseid\":\"camacho-baier-muise-mcilraith-bridgingthegapbetweenltlsynthesisandautomatedplanning-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-genplan17.pdf\"},\"metadata\":{\"authorlinks\":{\"camacho, a\":\"http://www.albertocamacho.com/\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"muise, c\":\"https://www.haz.ca/academic-publications.html\"}},\"downloads\":8,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Alberto\"],\"propositions\":[],\"lastnames\":[\"Camacho\"],\"suffixes\":[]},{\"firstnames\":[\"Oscar\"],\"propositions\":[],\"lastnames\":[\"Chen\"],\"suffixes\":[]},{\"firstnames\":[\"Scott\"],\"propositions\":[],\"lastnames\":[\"Sanner\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"Non-Markovian Rewards Expressed in LTL: Guiding Search Via Reward Shaping\",\"booktitle\":\"Proceedings of the Tenth International Symposium on Combinatorial Search (SoCS)\",\"url\":\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf\",\"pages\":\"159-160\",\"year\":\"2017\",\"bibtex\":\"@inproceedings{cam-che-san-mci-socs17,\\n  author    = {Alberto Camacho and\\n               Oscar Chen and\\n               Scott Sanner and\\n               Sheila A. McIlraith},\\n  title     = {Non-Markovian Rewards Expressed in {LTL:} Guiding Search Via Reward Shaping},\\n  booktitle = {Proceedings of the Tenth International Symposium on Combinatorial Search ({SoCS})},\\nurl = {http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf},\\n  pages     = {159-160},\\n  year      = {2017}\\n}\\n\\n\",\"author_short\":[\"Camacho, A.\",\"Chen, O.\",\"Sanner, S.\",\"McIlraith, S. A.\"],\"key\":\"cam-che-san-mci-socs17\",\"id\":\"cam-che-san-mci-socs17\",\"bibbaseid\":\"camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshaping-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf\"},\"metadata\":{\"authorlinks\":{\"camacho, a\":\"http://www.albertocamacho.com/\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"sanner, s\":\"https://d3m.mie.utoronto.ca/publications/\"}},\"downloads\":7,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Rodrigo\"],\"propositions\":[],\"lastnames\":[\"Toro Icarte\"],\"suffixes\":[]},{\"firstnames\":[\"Toryn\"],\"propositions\":[],\"lastnames\":[\"Klassen\"],\"suffixes\":[]},{\"firstnames\":[\"Richard\"],\"propositions\":[],\"lastnames\":[\"Valenzano\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"Using Advice in Model-Based Reinforcement Learning\",\"booktitle\":\"Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)\",\"pages\":\"199-203\",\"year\":\"2017\",\"bibtex\":\"@inproceedings{tor-etal-rldm17,\\n  author    = {Rodrigo {Toro Icarte} and\\n               Toryn Klassen and\\n               Richard Valenzano and\\n               Sheila A. McIlraith},\\n  title     = {Using Advice in Model-Based Reinforcement Learning},\\n  booktitle = {Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making ({RLDM})},\\n  pages={199-203},\\n  year      = {2017}\\n}\\n\\n\",\"author_short\":[\"Toro Icarte, R.\",\"Klassen, T.\",\"Valenzano, R.\",\"McIlraith, S. A.\"],\"key\":\"tor-etal-rldm17\",\"id\":\"tor-etal-rldm17\",\"bibbaseid\":\"toroicarte-klassen-valenzano-mcilraith-usingadviceinmodelbasedreinforcementlearning-2017\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"toro icarte, r\":\"https://www.cs.toronto.edu/~toryn/test/publications/reward_machines.html\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Alberto\"],\"propositions\":[],\"lastnames\":[\"Camacho\"],\"suffixes\":[]},{\"firstnames\":[\"Oscar\"],\"propositions\":[],\"lastnames\":[\"Chen\"],\"suffixes\":[]},{\"firstnames\":[\"Scott\"],\"propositions\":[],\"lastnames\":[\"Sanner\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"Decision-Making with Non-Markovian Rewards: From LTL to automata-based reward shaping\",\"booktitle\":\"Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)\",\"pages\":\"279-283\",\"url\":\"http://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf\",\"year\":\"2017\",\"note\":\"See also University of Toronto Technical Report CSRG-632\",\"bibtex\":\"@inproceedings{cam-che-san-mci-rldm17,\\n  author    = {Alberto Camacho and\\n               Oscar Chen and\\n               Scott Sanner and\\n               Sheila A. McIlraith},\\n  title     = {Decision-Making with Non-Markovian Rewards: From {LTL} to automata-based reward shaping},\\n  booktitle = {Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making ({RLDM})},\\n  pages={279-283},\\nurl = {http://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf},\\n  year      = {2017},\\n  note = {See also University of Toronto Technical Report CSRG-632}\\n}\\n\\n\",\"author_short\":[\"Camacho, A.\",\"Chen, O.\",\"Sanner, S.\",\"McIlraith, S. A.\"],\"key\":\"cam-che-san-mci-rldm17\",\"id\":\"cam-che-san-mci-rldm17\",\"bibbaseid\":\"camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsfromltltoautomatabasedrewardshaping-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf\"},\"metadata\":{\"authorlinks\":{\"camacho, a\":\"http://www.albertocamacho.com/\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"sanner, s\":\"https://d3m.mie.utoronto.ca/publications/\"}},\"downloads\":5,\"html\":\"\"},{\"bibtype\":\"techreport\",\"type\":\"techreport\",\"title\":\"Decision-Making with Non-Markovian Rewards: Guiding search via automata-Based reward shaping\",\"author\":[{\"firstnames\":[\"Alberto\"],\"propositions\":[],\"lastnames\":[\"Camacho\"],\"suffixes\":[]},{\"firstnames\":[\"Oscar\"],\"propositions\":[],\"lastnames\":[\"Chen\"],\"suffixes\":[]},{\"firstnames\":[\"Scott\"],\"propositions\":[],\"lastnames\":[\"Sanner\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"url\":\"ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf\",\"year\":\"2017\",\"month\":\"June\",\"institution\":\"Department of Computer Science, University of Toronto\",\"number\":\"CSRG-632\",\"bibtex\":\"@techreport{cam-che-san-mci-tr17,\\n  title = {Decision-Making with Non-Markovian Rewards: Guiding search via\\nautomata-Based reward shaping},\\n  author    = {Alberto Camacho and\\n               Oscar Chen and\\n               Scott Sanner and\\n               Sheila A. McIlraith},\\n  url =\\n{ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf},\\n  year = {2017},\\n  month = {June},\\n  institution = {Department of Computer Science, University of Toronto},\\n  number = {CSRG-632}\\n}\\n\\n%@techreport{cam-che-san-mci-TR17,\\n\",\"author_short\":[\"Camacho, A.\",\"Chen, O.\",\"Sanner, S.\",\"McIlraith, S. A.\"],\"key\":\"cam-che-san-mci-tr17\",\"id\":\"cam-che-san-mci-tr17\",\"bibbaseid\":\"camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsguidingsearchviaautomatabasedrewardshaping-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf\"},\"metadata\":{\"authorlinks\":{\"camacho, a\":\"http://www.albertocamacho.com/\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"sanner, s\":\"https://d3m.mie.utoronto.ca/publications/\"}},\"downloads\":14,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Alberto\"],\"propositions\":[],\"lastnames\":[\"Camacho\"],\"suffixes\":[]},{\"firstnames\":[\"Eleni\"],\"propositions\":[],\"lastnames\":[\"Triantafillou\"],\"suffixes\":[]},{\"firstnames\":[\"Christian\",\"J.\"],\"propositions\":[],\"lastnames\":[\"Muise\"],\"suffixes\":[]},{\"firstnames\":[\"Jorge\",\"A.\"],\"propositions\":[],\"lastnames\":[\"Baier\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces\",\"booktitle\":\"Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI)\",\"url_paper\":\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-aaai17.pdf\",\"keywords\":\"LTL, planning\",\"pages\":\"3716-3724\",\"year\":\"2017\",\"bibtex\":\"@inproceedings{cam-tri-mui-bai-mci-aaai17,\\n  author    = {Alberto Camacho and\\n               Eleni Triantafillou and\\n               Christian J. Muise and\\n               Jorge A. Baier and\\n               Sheila A. McIlraith},\\n  title     = {Non-Deterministic Planning with Temporally Extended Goals:\\n{LTL} over Finite and Infinite Traces},\\n  booktitle = {Proceedings of the Thirty-First AAAI Conference on\\nArtificial Intelligence ({AAAI})},\\n  url_paper =\\n{http://www.cs.toronto.edu/~sheila/publications/cam-etal-aaai17.pdf},\\n  keywords  = {LTL, planning},\\n  pages     = {3716-3724},\\n  year      = {2017}\\n}\\n\\n\",\"author_short\":[\"Camacho, A.\",\"Triantafillou, E.\",\"Muise, C. J.\",\"Baier, J. A.\",\"McIlraith, S. A.\"],\"key\":\"cam-tri-mui-bai-mci-aaai17\",\"id\":\"cam-tri-mui-bai-mci-aaai17\",\"bibbaseid\":\"camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalsltloverfiniteandinfinitetraces-2017\",\"role\":\"author\",\"urls\":{\" paper\":\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-aaai17.pdf\"},\"keyword\":[\"LTL\",\"planning\"],\"metadata\":{\"authorlinks\":{\"camacho, a\":\"http://www.albertocamacho.com/\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"muise, c\":\"https://www.haz.ca/academic-publications.html\"}},\"downloads\":31,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Brent\"],\"propositions\":[],\"lastnames\":[\"Mombourquette\"],\"suffixes\":[]},{\"firstnames\":[\"Christian\"],\"propositions\":[],\"lastnames\":[\"Muise\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"year\":\"2017\",\"booktitle\":\"The 31st AAAI Conference on Artificial Intelligence (AAAI)\",\"keywords\":\"state estimation, belief tracking, logical filtering, approximation\",\"title\":\"Logical Filtering and Smoothing: State Estimation in Partially Observable Domains\",\"url\":\"http://www.haz.ca/papers/momb-aaai17.pdf\",\"abstract\":\"State estimation is the task of estimating the state of a partially observable dynamical system given a sequence of executed actions and observations. In logical settings, state estimation can be realized via logical filtering, which is exact but can be intractable. We propose logical smoothing, a form of backwards reasoning that works in concert with approximated logical filtering to refine past beliefs in light of new observations. We characterize the notion of logical smoothing together with an algorithm for backwards-forwards state estimation. We also present an approximation of our smoothing algorithm that is space efficient. We prove properties of our algorithms, and experimentally demonstrate their behaviour, contrasting them with state estimation methods for planning. Smoothing and backwards-forwards reasoning are important techniques for reasoning about partially observable dynamical systems, introducing the logical analogue of effective techniques from control theory and dynamic programming.\",\"bibtex\":\"@inproceedings{bfr-aaai-17,\\n  author = {Brent Mombourquette and Christian Muise and Sheila McIlraith},\\n  year = {2017},\\n  booktitle = {The 31st AAAI Conference on Artificial Intelligence (AAAI)},\\n  keywords = {state estimation, belief tracking, logical filtering, approximation},\\n  title = {Logical Filtering and Smoothing: State Estimation in Partially Observable Domains},\\n  url = {http://www.haz.ca/papers/momb-aaai17.pdf},\\n  abstract = {State estimation is the task of estimating the state of a partially\\nobservable dynamical system given a sequence of executed\\nactions and observations. In logical settings, state estimation\\ncan be realized via logical filtering, which is exact\\nbut can be intractable. We propose logical smoothing, a form\\nof backwards reasoning that works in concert with approximated\\nlogical filtering to refine past beliefs in light of new observations.\\nWe characterize the notion of logical smoothing\\ntogether with an algorithm for backwards-forwards state estimation.\\nWe also present an approximation of our smoothing\\nalgorithm that is space efficient. We prove properties of our\\nalgorithms, and experimentally demonstrate their behaviour,\\ncontrasting them with state estimation methods for planning.\\nSmoothing and backwards-forwards reasoning are important\\ntechniques for reasoning about partially observable dynamical\\nsystems, introducing the logical analogue of effective\\ntechniques from control theory and dynamic programming.}\\n}\\n\\n\",\"author_short\":[\"Mombourquette, B.\",\"Muise, C.\",\"McIlraith, S.\"],\"key\":\"bfr-aaai-17\",\"id\":\"bfr-aaai-17\",\"bibbaseid\":\"mombourquette-muise-mcilraith-logicalfilteringandsmoothingstateestimationinpartiallyobservabledomains-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://www.haz.ca/papers/momb-aaai17.pdf\"},\"keyword\":[\"state estimation\",\"belief tracking\",\"logical filtering\",\"approximation\"],\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"muise, c\":\"https://www.haz.ca/academic-publications.html\"}},\"downloads\":2,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Maayan\"],\"propositions\":[],\"lastnames\":[\"Shvo\"],\"suffixes\":[]},{\"firstnames\":[\"Shirin\"],\"propositions\":[],\"lastnames\":[\"Sohrabi\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report)\",\"booktitle\":\"Proceedings of the The AAAI 2017 Workshop on Plan, Activity, and Intent Recognition (PAIR)\",\"url\":\"http://www.cs.toronto.edu/~shirin/ShvoSohrabiMcIlraithPAIR2017.pdf\",\"year\":\"2017\",\"bibtex\":\"@inproceedings{ShvoSohrabiMcIlraithPAIR2017,\\n  author    = {Maayan Shvo and Shirin Sohrabi and Sheila A. McIlraith},\\n  title     = {An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report)},\\n   booktitle = {Proceedings of the The AAAI 2017 Workshop on Plan, Activity, and Intent Recognition (PAIR)},\\n  url = {http://www.cs.toronto.edu/~shirin/ShvoSohrabiMcIlraithPAIR2017.pdf},\\n  year      = {2017},\\n  }\\n\\n\\n\",\"author_short\":[\"Shvo, M.\",\"Sohrabi, S.\",\"McIlraith, S. A.\"],\"key\":\"ShvoSohrabiMcIlraithPAIR2017\",\"id\":\"ShvoSohrabiMcIlraithPAIR2017\",\"bibbaseid\":\"shvo-sohrabi-mcilraith-anaiplanningbasedapproachtothemultiagentplanrecognitionproblempreliminaryreport-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://www.cs.toronto.edu/~shirin/ShvoSohrabiMcIlraithPAIR2017.pdf\"},\"metadata\":{\"authorlinks\":{\"shvo, m\":\"https://www.cs.toronto.edu/~maayanshvo/\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"sohrabi, s\":\"http://www.cs.utoronto.ca/~shirin/\"}},\"downloads\":2,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"firstnames\":[\"Christian\"],\"propositions\":[],\"lastnames\":[\"Muise\"],\"suffixes\":[]},{\"firstnames\":[\"J.\",\"Christopher\"],\"propositions\":[],\"lastnames\":[\"Beck\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"Optimal Partial-Order Plan Relaxation via MaxSAT\",\"journal\":\"Journal of Artificial Intelligence Research (JAIR)\",\"year\":\"2016\",\"volume\":\"57\",\"pages\":\"113-149\",\"url\":\"http://www.jair.org/media/5128/live-5128-9534-jair.pdf\",\"abstract\":\"Partial-order plans (POPs) are attractive because of their least-commitment nature, which provides enhanced plan flexibility at execution time relative to sequential plans. Current research on automated plan generation focuses on producing sequential plans, despite the appeal of POPs. In this paper we examine POP generation by relaxing or modifying the action orderings of a sequential plan to optimize for plan criteria that promote flexibility. Our approach relies on a novel partial weighted MaxSAT encoding of a sequential plan that supports the minimization of deordering or reordering of actions. We further demonstrate how to remove redundant actions from the plan. Our partial weighted MaxSAT encoding allows us to compute a POP from a sequential plan effectively. We compare the efficiency of our approach to previous methods for POP generation via sequential-plan relaxation. Our results show that while an existing heuristic approach consistently produces the optimal deordering of a sequential plan, our approach has greater flexibility when we consider reordering the actions in the plan while also providing a guarantee of optimality. We also investigate and confirm the accuracy of the standard $\\\\flex$ metric typically used to predict the true flexibility of a POP as measured by the number of linearizations it represents.\",\"bibtex\":\"@article{jair-popgen,\\n  author    = {Christian Muise and J. Christopher Beck and Sheila A. McIlraith},\\n  title     = {Optimal Partial-Order Plan Relaxation via MaxSAT},\\n  journal   = {Journal of Artificial Intelligence Research (JAIR)},\\n  year      = {2016},\\n  volume    = {57},\\n  pages     = {113-149},\\n  url       = {http://www.jair.org/media/5128/live-5128-9534-jair.pdf},\\n  abstract  = {Partial-order plans (POPs) are attractive because of their least-commitment nature, which provides enhanced plan flexibility at execution time relative to sequential plans. Current research on automated plan generation focuses on producing sequential plans, despite the appeal of POPs. In this paper we examine POP generation by relaxing or modifying the action orderings of a sequential plan to optimize for plan criteria that promote flexibility. Our approach relies on a novel partial weighted MaxSAT encoding of a sequential plan that supports the minimization of deordering or reordering of actions. We further demonstrate how to remove redundant actions from the plan. Our partial weighted MaxSAT encoding allows us to compute a POP from a sequential plan effectively. We compare the efficiency of our approach to previous methods for POP generation via sequential-plan relaxation. Our results show that while an existing heuristic approach consistently produces the optimal deordering of a sequential plan, our approach has greater flexibility when we consider reordering the actions in the plan while also providing a guarantee of optimality. We also investigate and confirm the accuracy of the standard $\\\\flex$ metric typically used to predict the true flexibility of a POP as measured by the number of linearizations it represents.}\\n}\\n\\n\\n\",\"author_short\":[\"Muise, C.\",\"Beck, J. C.\",\"McIlraith, S. A.\"],\"key\":\"jair-popgen\",\"id\":\"jair-popgen\",\"bibbaseid\":\"muise-beck-mcilraith-optimalpartialorderplanrelaxationviamaxsat-2016\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://www.jair.org/media/5128/live-5128-9534-jair.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"muise, c\":\"https://www.haz.ca/academic-publications.html\"}},\"downloads\":3,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Non-Deterministic Planning with Temporally Extended Goals: Completing the story for finite and infinite LTL (Amended Version)\",\"author\":[{\"firstnames\":[\"Alberto\"],\"propositions\":[],\"lastnames\":[\"Camacho\"],\"suffixes\":[]},{\"firstnames\":[\"Eleni\"],\"propositions\":[],\"lastnames\":[\"Triantafillou\"],\"suffixes\":[]},{\"firstnames\":[\"Christian\"],\"propositions\":[],\"lastnames\":[\"Muise\"],\"suffixes\":[]},{\"firstnames\":[\"Jorge\"],\"propositions\":[],\"lastnames\":[\"Baier\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"booktitle\":\"Workshop on knowledge-based techniques for problem solving and reasoning (KnowProS'16) at IJCAI\",\"year\":\"2016\",\"url\":\"cam-etal-ltl-knowpros16.pdf\",\"note\":\"A version of this paper also appeared in the Workshop on Heuristic Search and Domain Independent Planning (HSDIP'16) at ICAPS\",\"abstract\":\"Temporally extended goals are critical to the specification of a diversity of real-world planning problems. Here we examine the problem of planning with temporally extended goals over both finite and infinite traces where actions can be non-deterministic, and where temporally extended goals are specified in linear temporal logic (LTL). Unlike existing LTL planners, we place no restrictionson our LTL formulae beyond those necessary to distinguish finite from infinite trace interpretations. We realize our planner by compiling temporally extended goals, represented in LTL, into Planning Domain Definition Language problem instances, and exploiting a state-of-the-art fully observable non-deterministic planner to compute solutions. The resulting planner is sound and complete. Our approach exploits the correspondence between LTL and automata. We propose several different compilations based on translations of LTL to (Buchi) alternating or non-deterministic finite state automata, and evaluate various properties of the competing approaches. We address a diverse spectrum of LTL planning problems that, to this point, had not been solvable using AI planning techniques. We do so while demonstrating competitive performance relative to the state of the art in LTL planning.\",\"keywords\":\"LTL, planning\",\"bibtex\":\"@inproceedings{cam-etal-ltl-knowpros16,\\n  title = {Non-Deterministic Planning with Temporally Extended Goals: Completing the story for finite and infinite {LTL} (Amended Version)},\\n  author = {Alberto Camacho and Eleni Triantafillou and Christian Muise and Jorge Baier and Sheila A. McIlraith},\\n  booktitle = {Workshop on knowledge-based techniques for problem solving and reasoning (KnowProS'16) at IJCAI},\\n  year = {2016},\\n  url = {cam-etal-ltl-knowpros16.pdf},\\n  note = {A version of this paper also appeared in the Workshop on Heuristic Search and Domain Independent Planning ({HSDIP}'16) at ICAPS},\\nabstract={Temporally extended goals are critical to the specification of a diversity of real-world planning problems. Here we examine the problem of planning with temporally extended goals over both finite and infinite traces where actions can be non-deterministic, and where temporally extended goals are specified in linear temporal logic (LTL). Unlike existing LTL planners, we place no restrictionson our LTL formulae beyond those necessary to distinguish finite from infinite trace interpretations. We realize our planner by compiling temporally extended goals, represented in LTL, into Planning Domain Definition Language problem instances, and exploiting a state-of-the-art fully observable non-deterministic planner to compute solutions. The resulting planner is sound and complete. Our approach exploits the correspondence between LTL and automata. We propose several different compilations based on translations of LTL to (Buchi) alternating or non-deterministic finite state automata, and evaluate various properties of the competing approaches. We address a diverse spectrum of LTL planning problems that, to this point, had not been solvable using AI planning techniques. We do so while demonstrating competitive performance relative to the state of the art in LTL planning.},\\n  keywords = {LTL, planning}\\n}\\n\\n\",\"author_short\":[\"Camacho, A.\",\"Triantafillou, E.\",\"Muise, C.\",\"Baier, J.\",\"McIlraith, S. A.\"],\"key\":\"cam-etal-ltl-knowpros16\",\"id\":\"cam-etal-ltl-knowpros16\",\"bibbaseid\":\"camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalscompletingthestoryforfiniteandinfiniteltlamendedversion-2016\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/cam-etal-ltl-knowpros16.pdf\"},\"keyword\":[\"LTL\",\"planning\"],\"metadata\":{\"authorlinks\":{\"camacho, a\":\"http://www.albertocamacho.com/\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"muise, c\":\"https://www.haz.ca/academic-publications.html\"}},\"downloads\":8,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Belief State Estimation for Planning via Approximate Logical Filtering and Smoothing\",\"author\":[{\"firstnames\":[\"Brent\"],\"propositions\":[],\"lastnames\":[\"Mombourquette\"],\"suffixes\":[]},{\"firstnames\":[\"Christian\"],\"propositions\":[],\"lastnames\":[\"Muise\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"booktitle\":\"Workshop on Knowledge-based techniques for problem solving and reasoning (KnowProS'16)\",\"year\":\"2016\",\"url\":\"http://ceur-ws.org/Vol-1648/paper8.pdf\",\"abstract\":\"State estimation is the task of estimating the state of a partially observable dynamical system given a sequence of executed actions and observations. In logical settings, state estimation can be realized via logical filtering. Unfortunately such filtering, though exact, can be intractable. To this end, we propose logical smoothing, a form of backwards reasoning that works in concert with logical filtering to refine past beliefs in light of new observations. We characterize the notion of logical smoothing together with an algorithm for backwards-forwards state estimation. We prove properties of our algorithms, and experimentally demonstrate their behaviour. Smoothing together with backwards-forwards reasoning are important techniques for reasoning about partially observable dynamical systems, introducing the logical analogue of effective techniques from control theory and dynamic programming\",\"bibtex\":\"@inproceedings{mombourquette-knowpros16-bf,\\n  title = {Belief State Estimation for Planning via Approximate Logical Filtering and Smoothing},\\n  author = {Brent Mombourquette and Christian Muise and Sheila A. McIlraith},\\n  booktitle = {Workshop on Knowledge-based techniques for problem solving and reasoning ({KnowProS}'16)},\\n  year = {2016},\\n  url = {http://ceur-ws.org/Vol-1648/paper8.pdf},\\n  abstract={State estimation is the task of estimating the state of a partially observable dynamical system given a sequence of executed actions and observations. In logical settings, state estimation can be realized via logical filtering. Unfortunately such filtering, though exact, can be intractable. To this end, we propose logical smoothing, a form of backwards reasoning that works in concert with logical filtering to refine past beliefs in light of new observations. We characterize the notion of logical smoothing together with an algorithm for backwards-forwards state estimation. We prove properties of our algorithms, and experimentally demonstrate their behaviour. Smoothing together with backwards-forwards reasoning are important techniques for reasoning about partially observable dynamical systems, introducing the logical analogue of effective techniques from control theory and dynamic programming}\\n}\\n\\n\\n\",\"author_short\":[\"Mombourquette, B.\",\"Muise, C.\",\"McIlraith, S. A.\"],\"key\":\"mombourquette-knowpros16-bf\",\"id\":\"mombourquette-knowpros16-bf\",\"bibbaseid\":\"mombourquette-muise-mcilraith-beliefstateestimationforplanningviaapproximatelogicalfilteringandsmoothing-2016\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://ceur-ws.org/Vol-1648/paper8.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"muise, c\":\"https://www.haz.ca/academic-publications.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Numeric Planning via Search Space Abstraction\",\"author\":[{\"firstnames\":[\"Leon\"],\"propositions\":[],\"lastnames\":[\"Illanes\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"booktitle\":\"Proceedings of the Workshop on Knowledge-based Techniques for Problem Solving and Reasoning (KnowProS'16) at IJCAI\",\"year\":\"2016\",\"bibtex\":\"@inproceedings{ill-mci-knowpros16,\\n  title = {Numeric Planning via Search Space Abstraction},\\n  author = {Leon Illanes and Sheila A. McIlraith},\\n  booktitle = {Proceedings of the Workshop on Knowledge-based Techniques for Problem Solving and Reasoning (KnowProS'16) at IJCAI},\\n  year = {2016}\\n}\\n\\n\",\"author_short\":[\"Illanes, L.\",\"McIlraith, S. A.\"],\"key\":\"ill-mci-knowpros16\",\"id\":\"ill-mci-knowpros16\",\"bibbaseid\":\"illanes-mcilraith-numericplanningviasearchspaceabstraction-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Numeric Planning via Search Space Abstraction (Extended Abstract)\",\"author\":[{\"firstnames\":[\"Leon\"],\"propositions\":[],\"lastnames\":[\"Illanes\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"booktitle\":\"Proceedings of Ninth Annual Symposium on Combinatorial Search (SoCS'16)\",\"year\":\"2016\",\"bibtex\":\"@inproceedings{ill-mci-socs16,\\n  title = {Numeric Planning via Search Space Abstraction (Extended Abstract)},\\n  author = {Leon Illanes and Sheila A. McIlraith},\\n  booktitle = {Proceedings of Ninth Annual Symposium on Combinatorial Search (SoCS'16)},\\n  year = {2016}\\n}\\n\\n\\n\",\"author_short\":[\"Illanes, L.\",\"McIlraith, S. A.\"],\"key\":\"ill-mci-socs16\",\"id\":\"ill-mci-socs16\",\"bibbaseid\":\"illanes-mcilraith-numericplanningviasearchspaceabstractionextendedabstract-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Strong-Cyclic Planning when Fairness is Not a Valid Assumption\",\"author\":[{\"firstnames\":[\"Alberto\"],\"propositions\":[],\"lastnames\":[\"Camacho\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"booktitle\":\"Workshop on Knowledge-based techniques for problem solving and reasoning (KnowProS'16)\",\"year\":\"2016\",\"abstract\":\"We address the class of fully-observable non-deterministic (FOND) planning problems where non-deterministic actions are not guaranteed to display fair behavior. Typical solutions to FOND planning either guarantee goal reachability with a bounded number of transitions (so-called strong acyclic solutions), or are predicated on a fairness assumption that presumes each action effect occurs infinitely often when the action is applied infinite times in the same state (so-called strong-cyclic solutions). We introduce the FOND+ planning model, that extends the FOND model with a more informed description of the action transitions. Solutions to FOND+ problems are able to guarantee goal reachability when the classical fairness assumption is not valid. We characterize different topologies, or classes, of solutions showing that typical strong acyclic, fair strong-cyclic planning are particular cases. Finally, we present algorithms to solve each class of problems, and prove empirically that FOND+ solutions are different than strong-cyclic solutions that presume fairness.\",\"bibtex\":\"@inproceedings{cam-mci-fondplus-knowpros16,\\n  title = {Strong-Cyclic Planning when Fairness is Not a Valid Assumption},\\n  author = {Alberto Camacho and Sheila A. McIlraith},\\n  booktitle = {Workshop on Knowledge-based techniques for problem solving and reasoning ({KnowProS}'16)},\\n  year = {2016},\\n  abstract={We address the class of fully-observable non-deterministic (FOND) planning problems where non-deterministic actions are not guaranteed to display fair behavior. Typical solutions to FOND planning either guarantee goal reachability with a bounded number of transitions (so-called strong acyclic solutions), or are predicated on a fairness assumption that presumes each action effect occurs infinitely often when the action is applied infinite times in the same state (so-called strong-cyclic solutions). We introduce the FOND+ planning model, that extends the FOND model with a more informed description of the action transitions. Solutions to FOND+ problems are able to guarantee goal reachability when the classical fairness assumption is not valid. We characterize different topologies, or classes, of solutions showing that typical strong acyclic, fair strong-cyclic planning are particular cases. Finally, we present algorithms to solve each class of problems, and prove empirically that FOND+ solutions are different than strong-cyclic solutions that presume fairness.}\\n}\\n\\n\\n\",\"author_short\":[\"Camacho, A.\",\"McIlraith, S. A.\"],\"key\":\"cam-mci-fondplus-knowpros16\",\"id\":\"cam-mci-fondplus-knowpros16\",\"bibbaseid\":\"camacho-mcilraith-strongcyclicplanningwhenfairnessisnotavalidassumption-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"camacho, a\":\"http://www.albertocamacho.com/\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":2,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"From FOND to Robust Probabilistic Planning: Computing compact policies that bypass avoidable deadends\",\"author\":[{\"firstnames\":[\"Alberto\"],\"propositions\":[],\"lastnames\":[\"Camacho\"],\"suffixes\":[]},{\"firstnames\":[\"Christian\"],\"propositions\":[],\"lastnames\":[\"Muise\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"booktitle\":\"The 26th International Conference on Automated Planning and Scheduling (ICAPS)\",\"pages\":\"65-69\",\"year\":\"2016\",\"url\":\"http://www.aaai.org/ocs/index.php/ICAPS/ICAPS16/paper/view/13188\",\"keywords\":\"non-deterministic planning, probabilistic planning, plan generation\",\"abstract\":\"We address the class of probabilistic planning problems where the objective is to maximize the probability of reaching a prescribed goal. The complexity of probabilistic planning problems makes it difficult to compute high quality solutions for large instances, and existing algorithms either do not scale, or do so at the expense of the solution quality. We leverage core similarities between probabilistic and fully observable non-deterministic (FOND) planning to construct a sound, offline probabilistic planner, ProbPRP, that exploits algorithmic advances from state-of-the-art FOND planner, PRP, to compute compact policies that are guaranteed to bypass avoidable deadends. We evaluate ProbPRP on a selection of benchmarks used in past probabilistic planning competitions. The results show that ProbPRP, in many cases, outperforms the state of the art, computing substantially more robust policies and at times doing so orders of magnitude faster.\",\"bibtex\":\"@inproceedings{cam-mui-mci-icaps16,\\n  title = {From FOND to Robust Probabilistic Planning: Computing compact policies that bypass avoidable deadends},\\n  author = {Alberto Camacho and Christian Muise and Sheila A. McIlraith},\\n  booktitle = {The 26th International Conference on Automated Planning and Scheduling (ICAPS)},\\n  pages = {65-69},\\n  year = {2016},\\n  url = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS16/paper/view/13188},\\n  keywords = {non-deterministic planning, probabilistic planning, plan generation},\\n  abstract={We address the class of probabilistic planning problems where the objective is to maximize the probability of reaching a prescribed goal. The complexity of probabilistic planning problems makes it difficult to compute high quality solutions for large instances, and existing algorithms either do not scale, or do so at the expense of the solution quality. We leverage core similarities between probabilistic and fully observable non-deterministic (FOND) planning to construct a sound, offline probabilistic planner, ProbPRP, that exploits algorithmic advances from state-of-the-art FOND planner, PRP, to compute compact policies that are guaranteed to bypass avoidable deadends. We evaluate ProbPRP on a selection of benchmarks used in past probabilistic planning competitions. The results show that ProbPRP, in many cases, outperforms the state of the art, computing substantially more robust policies and at times doing so orders of magnitude faster.}\\n}\\n\\n\\n\",\"author_short\":[\"Camacho, A.\",\"Muise, C.\",\"McIlraith, S. A.\"],\"key\":\"cam-mui-mci-icaps16\",\"id\":\"cam-mui-mci-icaps16\",\"bibbaseid\":\"camacho-muise-mcilraith-fromfondtorobustprobabilisticplanningcomputingcompactpoliciesthatbypassavoidabledeadends-2016\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://www.aaai.org/ocs/index.php/ICAPS/ICAPS16/paper/view/13188\"},\"keyword\":[\"non-deterministic planning\",\"probabilistic planning\",\"plan generation\"],\"metadata\":{\"authorlinks\":{\"camacho, a\":\"http://www.albertocamacho.com/\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"muise, c\":\"https://www.haz.ca/academic-publications.html\"}},\"downloads\":6,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Roy\"],\"propositions\":[],\"lastnames\":[\"Luo\"],\"suffixes\":[]},{\"firstnames\":[\"Richard\",\"Anthony\"],\"propositions\":[],\"lastnames\":[\"Valenzano\"],\"suffixes\":[]},{\"firstnames\":[\"Yi\"],\"propositions\":[],\"lastnames\":[\"Li\"],\"suffixes\":[]},{\"firstnames\":[\"J.\",\"Christopher\"],\"propositions\":[],\"lastnames\":[\"Beck\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"Using Metric Temporal Logic to Specify Scheduling Problems\",\"booktitle\":\"Proceedings of the 15th International Conference on Principles of Knowledge Representation and Reasoning (KR 2016)\",\"pages\":\"581-584\",\"url\":\"luo-etal-kr16.pdf\",\"note\":\"See technical report for further details.\",\"year\":\"2016\",\"bibtex\":\"@inproceedings{luo-etal-kr16,\\n  author    = {Roy Luo and\\n               Richard Anthony Valenzano and\\n               Yi Li and\\n               J. Christopher Beck and\\n               Sheila A. McIlraith},\\n  title     = {Using Metric Temporal Logic to Specify Scheduling Problems},\\n  booktitle = {Proceedings of the 15th International Conference on Principles of Knowledge Representation and Reasoning ({KR 2016})},\\n  pages     = {581-584},\\n  url       = {luo-etal-kr16.pdf},\\n  note      = {See technical report for further details.},\\n  year      = {2016}\\n}\\n\\n\",\"author_short\":[\"Luo, R.\",\"Valenzano, R. A.\",\"Li, Y.\",\"Beck, J. C.\",\"McIlraith, S. A.\"],\"key\":\"luo-etal-kr16\",\"id\":\"luo-etal-kr16\",\"bibbaseid\":\"luo-valenzano-li-beck-mcilraith-usingmetrictemporallogictospecifyschedulingproblems-2016\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/luo-etal-kr16.pdf\"},\"metadata\":{\"authorlinks\":{\"valenzano, r\":\"https://bibbase.org/show?bib=www.cs.toronto.edu/kr/publications/list.bib&group0=year&filter=authors:Valenzano\",\"boutilier, c\":\"https://bibbase.org/show?bib=www.cs.toronto.edu/kr/publications/list.bib&group0=year&filter=authors:Lu\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":2,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Muise\"],\"firstnames\":[\"Christian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"firstnames\":[\"Sheila\",\"A.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Beck\"],\"firstnames\":[\"J.\",\"Christopher\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Hsu\"],\"firstnames\":[\"Eric\"],\"suffixes\":[]}],\"booktitle\":\"AAAI 2016 Workshop on Beyond NP\",\"title\":\"DSHARP: Fast d-DNNF Compilation with sharpSAT (Amended Version)\",\"bibtex\":\"@inproceedings{muise-beyondnp16-dsharp,\\nauthor = {Muise, Christian and McIlraith, Sheila A. and Beck, J. Christopher and Hsu, Eric},\\nbooktitle = {AAAI 2016 Workshop on Beyond NP},\\ntitle = {{DSHARP}: Fast d-DNNF Compilation with sharpSAT (Amended Version)}}\",\"author_short\":[\"Muise, C.\",\"McIlraith, S. A.\",\"Beck, J. 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Burstein and\\n               Jerry R. Hobbs and\\n               Ora Lassila and\\n               David L. Martin and\\n               Sheila A. McIlraith and\\n               Srini Narayanan and\\n               Massimo Paolucci and\\n               Terry R. Payne and\\n               Katia P. Sycara and\\n               Honglei Zeng},\\n  title     = {{DAML-S:} Semantic Markup for Web Services},\\n  booktitle = {Proceedings of SWWS'01, The first Semantic Web Working Symposium,\\n               Stanford University, California, USA, July 30 - August 1, 2001},\\n  pages     = {411-430},\\n  year      = {2001}\\n}\\n\\n\",\"author_short\":[\"Ankolekar, A.\",\"Burstein, M. H.\",\"Hobbs, J. R.\",\"Lassila, O.\",\"Martin, D. L.\",\"McIlraith, S. A.\",\"Narayanan, S.\",\"Paolucci, M.\",\"Payne, T. R.\",\"Sycara, K. 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Ankolekar, M. Burstein, J. Hobbs, O. Lassila, D. Martin, \\n                  D. McDermott, S. McIlraith, S. Narayanan, M. Paolucci, T. Payne, K. Sycara)},\\n  title = \\t {DAML-S: Web Service Description for the Semantic Web},\\n  booktitle = \\t {Proceedings of the International Semantic Web Conference (ISWC)},\\n  year = \\t {2002},\\n  month = \\t {July 9-12},\\n  address = {Sardinia, Italy},\\n  pages     = {348-363}\\n\\n}\\n\\n\\n\",\"author_short\":[\"DAML Services Coalition (alphabetically A. Ankolekar, M. B.\",\"J. Hobbs, O. L.\",\"D. Martin, D. M.\",\"S. McIlraith, S. N.\",\"M. Paolucci, T. P.\"],\"key\":\"damls-iswc02\",\"id\":\"damls-iswc02\",\"bibbaseid\":\"damlservicescoalitionalphabeticallyaankolekar-jhobbs-dmartin-smcilraith-mpaolucci-damlswebservicedescriptionforthesemanticweb-2002\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/damls-iswc02.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"url\":\"diagnosis-amai94.pdf\",\"author\":[{\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"firstnames\":[\"S.\"],\"suffixes\":[]}],\"title\":\"Further Contributions to Characterizing Diagnosis\",\"journal\":\"Annals of Mathematics and Artificial Intelligence\",\"year\":\"1994\",\"volume\":\"11\",\"number\":\"1-4\",\"pages\":\"137-167\",\"bibtex\":\"@Article{diagnosis-amai94,\\n  url = {diagnosis-amai94.pdf},\\n  author = \\t {McIlraith, S.},\\n  title = \\t {Further Contributions to Characterizing Diagnosis},\\n  journal = \\t {Annals of Mathematics and Artificial Intelligence},\\n  year = \\t {1994},\\n  volume = \\t {11},\\n  number = \\t {1-4},\\n  pages = \\t {137-167}\\n}\\n\\n\\n\",\"author_short\":[\"McIlraith, S.\"],\"key\":\"diagnosis-amai94\",\"id\":\"diagnosis-amai94\",\"bibbaseid\":\"mcilraith-furthercontributionstocharacterizingdiagnosis-1994\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/diagnosis-amai94.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":2,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"url\":\"dx00.pdf\",\"author\":[{\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"firstnames\":[\"S.\"],\"suffixes\":[]}],\"title\":\"Diagnosing Hybrid Systems: A Bayesian Model Selection Approach\",\"booktitle\":\"Proceedings of the Eleventh International Workshop on Principles of Diagnosis 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\\t {Proceedings of the Third International Workshop on Principles of Diagnosis},\\n  year = \\t {1992},\\n  month = \\t {October},\\n  pages = {232-244},\\n  address = {San Juan Islands, WA, USA}\\n}\\n\\n\\n\",\"author_short\":[\"McIlraith, S.\"],\"key\":\"dx92\",\"id\":\"dx92\",\"bibbaseid\":\"mcilraith-diagnosisasrefutation-1992\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/dx92.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"url\":\"dx93.pdf\",\"author\":[{\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"firstnames\":[\"S.\"],\"suffixes\":[]}],\"title\":\"Generating Tests using Abduction\",\"booktitle\":\"Proceedings of the Fourth International Workshop on Principles of Diagnosis (DX'93)\",\"year\":\"1993\",\"month\":\"September\",\"pages\":\"223-235\",\"address\":\"Aberystwyth, Wales, UK\",\"bibtex\":\"@InProceedings{dx93,\\n  url = {dx93.pdf},\\n  author = \\t {McIlraith, S.},\\n  title = \\t {Generating Tests using Abduction},\\n  booktitle =  {Proceedings of the Fourth International Workshop on Principles of Diagnosis (DX'93)},\\n  year = \\t {1993},\\n  month = \\t {September},\\n  pages = {223-235},\\n  address = {Aberystwyth, Wales, UK}\\n}\\n\\n\\n\",\"author_short\":[\"McIlraith, S.\"],\"key\":\"dx93\",\"id\":\"dx93\",\"bibbaseid\":\"mcilraith-generatingtestsusingabduction-1993\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/dx93.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, 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S.\"],\"key\":\"dx94\",\"id\":\"dx94\",\"bibbaseid\":\"mcilraith-towardsatheoryofdiagnosistestingandrepair-1994\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/dx94.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":4,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"url\":\"dx96.pdf\",\"author\":[{\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"firstnames\":[\"S.\"],\"suffixes\":[]}],\"title\":\"SD + Actions: New Representation Problems for Model-Based Diagnosis\",\"booktitle\":\"Proceedings of the Seventh International Workshop on Principles of Diagnosis\",\"year\":\"1996\",\"month\":\"October\",\"pages\":\"157-166\",\"address\":\"Val Morin, Canada\",\"bibtex\":\"@InProceedings{dx96,\\n  url = {dx96.pdf},\\n  author = \\t {McIlraith, S.},\\n  title = \\t {SD + Actions: New Representation Problems for Model-Based Diagnosis},\\n  booktitle = \\t {Proceedings of the Seventh International Workshop on Principles of Diagnosis},\\n  year = \\t {1996},\\n  month = \\t {October},\\n  pages = {157-166},\\n  address = {Val Morin, Canada}\\n}\\n\\n\\n\",\"author_short\":[\"McIlraith, S.\"],\"key\":\"dx96\",\"id\":\"dx96\",\"bibbaseid\":\"mcilraith-sdactionsnewrepresentationproblemsformodelbaseddiagnosis-1996\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/dx96.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"url\":\"dx97.pdf\",\"author\":[{\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"firstnames\":[\"S.\"],\"suffixes\":[]}],\"title\":\"Explanatory Diagnosis: Conjecturing Actions to Explain Observations\",\"booktitle\":\"Proceedings of the Eighth International Workshop on Principles of Diagnosis (DX'97)\",\"year\":\"1997\",\"pages\":\"69-78\",\"month\":\"September\",\"bibtex\":\"@InProceedings{dx97,\\n  url = {dx97.pdf},\\n  author = \\t {McIlraith, S.},\\n  title = \\t {Explanatory Diagnosis: Conjecturing Actions to Explain Observations},\\n  booktitle = \\t {Proceedings of the Eighth International Workshop on Principles of Diagnosis (DX'97)},\\n  year = \\t {1997},\\n  pages = {69-78},\\n  month = \\t {September}\\n}\\n\\n\\n\",\"author_short\":[\"McIlraith, S.\"],\"key\":\"dx97\",\"id\":\"dx97\",\"bibbaseid\":\"mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1997\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/dx97.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, 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Cod, Massachusetts, USA}\\n}\\n\\n\\n\",\"author_short\":[\"McIlraith, S.\"],\"key\":\"dx98\",\"id\":\"dx98\",\"bibbaseid\":\"mcilraith-towardsexploitinggenericproceduresinmodelbasedreasoningposter-1998\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/dx98.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"url\":\"dx99HS.pdf\",\"author\":[{\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Biswas\"],\"firstnames\":[\"G.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Clancy\"],\"firstnames\":[\"D.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Gupta\"],\"firstnames\":[\"V.\"],\"suffixes\":[]}],\"title\":\"Towards Diagnosing Hybrid Systems\",\"booktitle\":\"Proceedings of the Tenth International Workshop on Principles of Diagnosis (DX'99)\",\"year\":\"1999\",\"month\":\"June 8-11\",\"pages\":\"193-202\",\"address\":\"Loch Awe Hotel, Scotland, UK\",\"bibtex\":\"@InProceedings{hybrid-dx99,\\n  url = {dx99HS.pdf},\\n  author = \\t {McIlraith, S. and Biswas, G. and Clancy, D. and Gupta, V.},\\n  title = \\t {Towards Diagnosing Hybrid Systems},\\n  booktitle = \\t {Proceedings of the Tenth International Workshop on Principles of Diagnosis (DX'99)},\\n  year = \\t {1999},\\n  month = \\t {June 8-11},\\n  pages = {193-202},\\n  address = {Loch Awe Hotel, Scotland, UK}\\n}\\n\\n\\n\",\"author_short\":[\"McIlraith, S.\",\"Biswas, G.\",\"Clancy, D.\",\"Gupta, V.\"],\"key\":\"hybrid-dx99\",\"id\":\"hybrid-dx99\",\"bibbaseid\":\"mcilraith-biswas-clancy-gupta-towardsdiagnosinghybridsystems-1999\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/dx99HS.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"url\":\"dx99MBP.pdf\",\"author\":[{\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"firstnames\":[\"S.\"],\"suffixes\":[]}],\"title\":\"Model-Based Programming using Golog and the Situation Calculus\",\"booktitle\":\"Proceedings of the Tenth International Workshop on Principles of Diagnosis (DX'99)\",\"year\":\"1999\",\"month\":\"June 8-11\",\"pages\":\"184-192\",\"address\":\"Loch Awe Hotel, Scotland, UK\",\"bibtex\":\"@InProceedings{golog-dx99,\\n  url = {dx99MBP.pdf},\\n  author = \\t {McIlraith, S.},\\n  title = \\t {Model-Based Programming using Golog and the Situation Calculus},\\n  booktitle = \\t {Proceedings of the Tenth International Workshop on Principles of Diagnosis (DX'99)},\\n  year = \\t {1999},\\n  month = \\t {June 8-11},\\n  pages = {184-192},\\n  address = {Loch Awe Hotel, Scotland, UK}\\n}\\n\\n\",\"author_short\":[\"McIlraith, S.\"],\"key\":\"golog-dx99\",\"id\":\"golog-dx99\",\"bibbaseid\":\"mcilraith-modelbasedprogrammingusinggologandthesituationcalculus-1999\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/dx99MBP.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Arnold\"],\"propositions\":[],\"lastnames\":[\"Binas\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"Peer-to-peer Query Answering with Inconsistent Knowledge\",\"url\":\"bin-mci-kr08.pdf\",\"booktitle\":\"Proceedings on the 11th International Conference on Principles of Knowledge Representation and Reasoning\",\"address\":\"Sydney, Australia\",\"month\":\"September 16-19\",\"pages\":\"329-339\",\"year\":\"2008\",\"bibtex\":\"@inproceedings{ bin-mci-kr08,\\n   author = {Arnold Binas and Sheila McIlraith},\\n   title = {Peer-to-peer Query Answering with Inconsistent Knowledge},\\n   url = {bin-mci-kr08.pdf},\\n   booktitle = {Proceedings on the 11th International Conference on Principles of Knowledge Representation and Reasoning},\\n    address = {Sydney, Australia},\\n    month = {September 16-19},\\n    pages = {329-339},\\n    year = {2008}\\n}\\n\\n\\n\",\"author_short\":[\"Binas, A.\",\"McIlraith, S.\"],\"key\":\"bin-mci-kr08\",\"id\":\"bin-mci-kr08\",\"bibbaseid\":\"binas-mcilraith-peertopeerqueryansweringwithinconsistentknowledge-2008\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/bin-mci-kr08.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":5,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Christian\"],\"propositions\":[],\"lastnames\":[\"Fritz\"],\"suffixes\":[]},{\"firstnames\":[\"Jorge\",\"A.\"],\"propositions\":[],\"lastnames\":[\"Baier\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"ConGolog, Sin Trans: Compiling ConGolog into Basic Action Theories for Planning and Beyond\",\"url\":\"fri-bai-mci-kr08.pdf\",\"booktitle\":\"Proceedings on the 11th International Conference on Principles of Knowledge Representation and Reasoning\",\"address\":\"Sydney, Australia\",\"month\":\"September 16-19\",\"note\":\"Technical Report CSRG-576, containing the proofs of the theorems and a more detailed description of the compilation, can be found <a href=\\\"ftp://ftp.cs.toronto.edu/csrg-technical-reports/576/fri-bai-mci-kr08-techreport.pdf\\\">here</a>.\",\"year\":\"2008\",\"pages\":\"600-610\",\"bibtex\":\"@inproceedings{ fri-bai-mci-kr08,\\n  author = {Christian Fritz and Jorge A. Baier and Sheila A. McIlraith},\\n  title = {ConGolog, Sin Trans: Compiling ConGolog into Basic Action Theories for Planning and Beyond},\\n  url = {fri-bai-mci-kr08.pdf},\\n  booktitle = {Proceedings on the 11th International Conference on Principles of Knowledge Representation and Reasoning},\\n address = {Sydney, Australia},\\n month = {September 16-19},\\n note = {Technical Report CSRG-576, containing the proofs of the theorems and a more detailed description of the compilation, can be found <a href=\\\"ftp://ftp.cs.toronto.edu/csrg-technical-reports/576/fri-bai-mci-kr08-techreport.pdf\\\">here</a>.},\\n  year = {2008},\\n pages = {600-610}\\n}\\n\\n\",\"author_short\":[\"Fritz, C.\",\"Baier, J. A.\",\"McIlraith, S. A.\"],\"key\":\"fri-bai-mci-kr08\",\"id\":\"fri-bai-mci-kr08\",\"bibbaseid\":\"fritz-baier-mcilraith-congologsintranscompilingcongologintobasicactiontheoriesforplanningandbeyond-2008\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/fri-bai-mci-kr08.pdf\"},\"metadata\":{\"authorlinks\":{\"fritz, c\":\"https://www.cs.toronto.edu/~fritz/\",\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"baier, j\":\"http://www.cs.toronto.edu/~bgmomb/research.html\"}},\"downloads\":2,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Christian\"],\"propositions\":[],\"lastnames\":[\"Fritz\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\",\"A.\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"Planning in the Face of Frequent Exogenous Events\",\"url\":\"fri-mci-icaps08.pdf\",\"booktitle\":\"Online Poster Proceedings of the 18th International Conference on Automated Planning and Scheduling (ICAPS)\",\"address\":\"Sydney, Australia\",\"month\":\"September 14-18\",\"note\":\"Also appeared in <i>Proceedings of The 1st International Symposium on Search Techniques in Artificial Intelligence and Robotics (at AAAI08)</i>, July 13-14, Chicago, IL, USA.\",\"year\":\"2008\",\"bibtex\":\"@inproceedings{ fri-mci-icaps08,\\n  author = {Christian Fritz and Sheila A. McIlraith},\\n  title = {Planning in the Face of Frequent Exogenous Events},\\n  url = {fri-mci-icaps08.pdf},\\n  booktitle = {Online Poster Proceedings of the 18th International Conference on Automated Planning and Scheduling (ICAPS)},\\n address = {Sydney, Australia},\\n  month = {September 14-18},\\n  note = {Also appeared in <i>Proceedings of The 1st International Symposium on Search Techniques in Artificial Intelligence and Robotics (at AAAI08)</i>, July 13-14, Chicago, IL, USA.},\\n  year = {2008}\\n}\\n\\n%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\\n%\\n% Above citation subsumes this one\\n%\\n% Sheila: This is ChristianF writing. I had to modify this by removing the \\\"@\\\". As BibBase v3 had problems with it. I hope you don't mind. Technically speaking \\\"%\\\" doesn't work like a comment in bibtex. (cf 2013-07-14)\\n%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\\n%  InProceedings{ fri-mci-aaai08ws,\\n%  url = {fri-mci-aaai08ws.pdf},\\n%  author = \\t {Christian Fritz and Sheila A. McIlraith},\\n%  title = \\t {Planning in the Face of Frequent Exogenous Events},\\n%  booktitle = {Proceedings of the 1st International Symposium on Search Techniques in Artificial Intelligence and Robotics (at AAAI08)},\\n%  year =\\t 2008,\\n%  month = {July 13--14},\\n%  address = {Chicago, IL, USA}\\n%}\\n\\n\\n\",\"author_short\":[\"Fritz, C.\",\"McIlraith, S. 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AAAI-08)},\\n  pages =\\t {103--109},\\n  year =\\t 2008,\\n  address =\\t {Chicago, IL, USA},\\n  month =\\t {July},\\n  note = {A longer version of this paper appeared at NMR08.}\\n}\\n\\n\\n\",\"author_short\":[\"Sohrabi, S.\",\"McIlraith, S.\"],\"key\":\"soh-mci-aaai08ws\",\"id\":\"soh-mci-aaai08ws\",\"bibbaseid\":\"sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/soh-mci-aaai08ws.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"sohrabi, s\":\"http://www.cs.utoronto.ca/~shirin/\"}},\"downloads\":8,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"url\":\"soh-mci-nmr08.pdf\",\"author\":[{\"firstnames\":[\"Shirin\"],\"propositions\":[],\"lastnames\":[\"Sohrabi\"],\"suffixes\":[]},{\"firstnames\":[\"Sheila\"],\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"suffixes\":[]}],\"title\":\"On Planning with Preferences in HTN\",\"booktitle\":\"Twelfth International Workshop on Non-Monotonic Reasoning (NMR08)\",\"year\":\"2008\",\"address\":\"Sydney, Australia\",\"month\":\"September\",\"note\":\"A short version of this paper appeared at MPref08 at AAAI-08.\",\"bibtex\":\"@InProceedings{ soh-mci-aaai08nmr,\\n  url = {soh-mci-nmr08.pdf},\\n  author = \\t {Shirin Sohrabi and Sheila McIlraith},\\n  title = \\t {On Planning with Preferences in HTN},\\n  booktitle =\\t {Twelfth International Workshop on Non-Monotonic Reasoning (NMR08)},\\n  year =\\t 2008,\\n  address =\\t {Sydney, Australia},\\n  month =\\t {September},\\n  note = {A short version of this paper appeared at MPref08 at AAAI-08.}\\n}\\n\\n\\n\",\"author_short\":[\"Sohrabi, S.\",\"McIlraith, S.\"],\"key\":\"soh-mci-aaai08nmr\",\"id\":\"soh-mci-aaai08nmr\",\"bibbaseid\":\"sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/soh-mci-nmr08.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\",\"sohrabi, s\":\"http://www.cs.utoronto.ca/~shirin/\"}},\"downloads\":8,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"url\":\"soh-pro-mci-iswc06.pdf\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Sohrabi\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Prokoshyna\"],\"firstnames\":[\"N.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"firstnames\":[\"S.\"],\"suffixes\":[]}],\"title\":\"Web Service Composition via Generic Procedures and Customizing User Preferences\",\"booktitle\":\"Fifth International Semantic Web Conference 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{uai02.pdf},\\n  author = \\t {Lerner, U. and Moses, B. and Scott, M. and McIlraith, S. and Koller, D.},\\n  title = \\t {Monitoring a Complex Physical System using a Hybrid Dynamic Bayes Net},\\n  booktitle = \\t {Proceedings of the Eighteenth Annual Conference \\n                  on Uncertainty in Artificial Intelligence (UAI-2002)},\\n  year = \\t {2002},\\n  month = \\t {August 1-4},\\n  pages     = {301-310},\\n  address = {University of Alberta, Edmonton}\\n}\\n\\n\\n\",\"author_short\":[\"Lerner, U.\",\"Moses, B.\",\"Scott, M.\",\"McIlraith, S.\",\"Koller, D.\"],\"key\":\"uai02\",\"id\":\"uai02\",\"bibbaseid\":\"lerner-moses-scott-mcilraith-koller-monitoringacomplexphysicalsystemusingahybriddynamicbayesnet-2002\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/uai02.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"url\":\"wang-et-al-ase07.pdf\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Wang\"],\"firstnames\":[\"Y.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Yu\"],\"firstnames\":[\"Y.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Mylopoulos\"],\"firstnames\":[\"J.\"],\"suffixes\":[]}],\"title\":\"An Automated Approach for Monitoring and Diagnosing Requirements\",\"booktitle\":\"Proceedings of the 22nd Conference on Automated Software Engineering (ASE'07)\",\"address\":\"Atlanta, USA\",\"month\":\"November\",\"year\":\"2007\",\"note\":\"[Distinguished paper award]\",\"bibtex\":\"@InProceedings{ wan-mci-yu-myl-ase07,\\n  url = {wang-et-al-ase07.pdf},\\n        author = {Wang, Y. and McIlraith, S. and Yu, Y. and 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S.\"],\"key\":\"nar-mci-cn03\",\"id\":\"nar-mci-cn03\",\"bibbaseid\":\"narayanan-mcilraith-analysisandsimulationofwebservices-2003\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/nar-mci-cn03.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, s\":\"https://www.cs.toronto.edu/~sheila/publications/index.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"url\":\"www-ESSW03-workshop.pdf\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Mandell\"],\"firstnames\":[\"D.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"McIlraith\"],\"firstnames\":[\"S.\"],\"suffixes\":[]}],\"title\":\"A Bottom-Up Approach to Automating Web Service Discovery, Customization, and Semantic Translation\",\"booktitle\":\"Proceedings of the Twelfth International World Wide Web Conference, Workshop on E-Services and the Semantic Web (ESSW'03)\",\"year\":\"2003\",\"address\":\"Budapest\",\"bibtex\":\"@InProceedings{www-ESSW03-workshop,\\n  url = {www-ESSW03-workshop.pdf},\\n  author = \\t {Mandell, D. and McIlraith, S.},\\n  title = \\t {A Bottom-Up Approach to Automating Web Service Discovery, Customization, and Semantic Translation},\\n  booktitle = \\t {Proceedings of the Twelfth International World Wide Web Conference, Workshop on E-Services and the Semantic Web (ESSW'03)},\\n  year =\\t {2003},\\n  address = {Budapest}\\n}\\n\\n\\n\",\"author_short\":[\"Mandell, D.\",\"McIlraith, S.\"],\"key\":\"www-ESSW03-workshop\",\"id\":\"www-ESSW03-workshop\",\"bibbaseid\":\"mandell-mcilraith-abottomupapproachtoautomatingwebservicediscoverycustomizationandsemantictranslation-2003\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.cs.toronto.edu/~sheila/publications/www-ESSW03-workshop.pdf\"},\"metadata\":{\"authorlinks\":{\"mcilraith, 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class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\">\n          Group by\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li class=\"groupby year\"><a onclick=\"groupby('year')\">\n            Year</a>\n        </li>\n        <li class=\"groupby author\"><a onclick=\"groupby('author_short')\">\n            Author</a>\n        </li>\n        <li class=\"groupby type\"><a onclick=\"groupby('type')\">\n            Type</a>\n        </li>\n        <li class=\"groupby keyword\"><a onclick=\"groupby('keyword')\">\n            Keyword</a>\n        </li>\n        <li class=\"groupby downloads\"><a onclick=\"groupby('downloads')\">\n            Downloads</a>\n        </li>\n      </ul>\n      </li>\n\n\n      <li class=\"dropdown\" id=\"menu_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\" alt=\"controls\">\n          <i class=\"fa fa-reorder\" alt=\"controls\"></i>\n 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    author = {Eric Horvitz and Vince Conitzer and Sheila McIlraith and Peter Stone},
    title = {Now, Later, and Lasting: Ten Priorities for AI Research, Policy, and Practice},
    journal = {Communications of the ACM (CACM)},
    url = {https://downloads.regulations.gov/NIST-2023-0009-0010/attachment_1.pdf},
    year = {2024},
    note = {To appear.}
}



@inproceedings{DBLP:conf/sigcse/HortonLMW24,
  author       = {Diane Horton and
                  David Liu and
                  Sheila A. McIlraith and
                  Steven Coyne and Nina Wang},
  title        = {Do Embedded Ethics Modules
Have Impact Beyond the Classroom?},
  booktitle    = {Proceedings of the 55th {ACM} Technical Symposium on Computer Science
                Education (SIGCSE)},
  pages        = {533-539},
  year         = {2024},
  url = {https://doi.org/10.1145/3626252.3630834}
}



@inproceedings{Steve1neurips23,
    author    = {Shalev Lifshitz and Keiran Paster and Harris Chan and Jimmy Ba and Sheila McIlraith},
    title     = {STEVE-1: A Generative Model for Text-to-Behavior in Minecraft},
    booktitle = {37th Conference on Neural Information Processing Systems (NeurIPS)},
    note      = {(Spotlight).},
    url       ={https://arxiv.org/abs/2306.00937},
    year      = {2023}
}



@article{ToroIcarteAIJ2023lrm,
    author = {Rodrigo {Toro Icarte} and Toryn Q. Klassen and Richard Valenzano and Margarita P. Castro and Ethan Waldie and Sheila A. McIlraith},
    title = {Learning Reward Machines: A Study in Partially Observable Reinforcement Learning},
    journal = {Artificial Intelligence (AIJ)},
    volume = {323},
    pages = {103989},
    url = {https://www.sciencedirect.com/science/article/pii/S0004370223001352?via%3Dihub},
    year = {2023}
}



@inproceedings{engage2,
	author = {Maryam Majedi, Emma McClure, Benjamin Wald, Diane Horton, and Sheila A. McIlraith},
	title = {Embedded Ethics: Pandemic Exposure Notification Systems and Giving Ethical Justifications},
	booktitle = {ACM EngageCSEdu},
       	publisher = {ACM},
	year = {2023},
	note = {4 pages},
	url = {https://doi.org/10.1145/3631983}
	}



@inproceedings{engage1,
        author = {Maryam Majedi, Emma McClure, Benjamin Wald, Diane Horton, and Sheila A. McIlraith},
        title = {Embedded Ethics: Pandemic Contact Tracing and Ethical Trade-offs},
        booktitle = {ACM EngageCSEdu},
        publisher = {ACM},
        year = {2023},
        note = {4 pages},
        url = {https://doi.org/10.1145/3631982}
        }




@inproceedings{KlassenKR2023epistemic,
    author    = {Toryn Q. Klassen and Christian Muise and Sheila A. McIlraith},
    title     = {Planning with Epistemic Preferences},
    booktitle = {Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning (KR)},
    pages      = {752-756},
    url        = {kla-mci-kr23.pdf},
    year      = {2023}
}



@inproceedings{WangICML2023representations,
    title = {Learning Belief Representations for Partially Observable Deep {RL}},
    author = {Andrew Wang and Andrew C. Li and Toryn Q. Klassen and Rodrigo {Toro Icarte} and Sheila A. McIlraith},
    booktitle = {Proceedings of the 40th International Conference on Machine Learning (ICML)},
    url = {wang-etal-icml23.pdf},
    pages = {35970-35988},
    year = {2023}
}




@inproceedings{steve-icml23workshop,
    title = {A Generative Model for Text Control in Minecraft},
      author    = {Shalev Lifshitz and Keiran Paster and Harris Chan and Jimmy Ba and Sheila McIlraith},
    booktitle = {Workshop on Interactive Learning with Implicit Human Feedback (ILHF) Workshop @ICML23},
    year      = {2023}
}



@inproceedings{steve-icml23workshop,
    title = {Generative Model for Text Control in Minecraft (Abridged Version)},
      author    = {Shalev Lifshitz and Keiran Paster and Harris Chan and Jimmy Ba and Sheila McIlraith},
    booktitle = {Workshop on Structured Probabilistic Inference \& Generative Modeling @ICML23},
    year      = {2023}
}






@inproceedings{KlassenAAMAS2023epistemic,
    author = {Toryn Q. Klassen and Parand Alizadeh Alamdari and Sheila A. McIlraith},
    year = 2023,
    title = {Epistemic Side Effects: An {AI} Safety Problem},
    booktitle = {Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS) (Blue Sky Ideas Track)},
    pages = {1797-1801},
    url = {https://dl.acm.org/doi/10.5555/3545946.3598842}
}



@article{shatietal-constraints23,
  author    = {Pouya Shati and Eldan Cohen and Sheila A. McIlraith},
  title     = {SAT-based optimal classification trees for non-binary data},
  journal   = {Constraints},
  volume    = {28},
  number    = {2},
  pages     = {166-202},
  url       = {https://link.springer.com/article/10.1007/s10601-023-09348-1},
  year      = {2023}
}



@inproceedings{KlassenHAXP2023epistemic,
    author    = {Toryn Q. Klassen and Christian Muise and Sheila A. McIlraith},
    title     = {Towards Human-Aware {AI} via Planning with Epistemic Preferences},
    booktitle = {ICAPS 2023 Workshop on Human-Aware Explainable Planning (HAXP)},
    year      = {2023},
    url       = {https://openreview.net/pdf?id=nkn1rcI6wd}
}







@inproceedings{shatietal-cp23,
  author    = {Pouya Shati and Eldan Cohen and Sheila A. McIlraith},
  title     = {SAT-Based Learning of Compact Binary Decision Diagrams for Classification},
  booktitle = {Proceedings of the 29th International Conference on Principles 
	  and Practice of Constraint Programming (CP)},
  pages      = {1-19},
  url       = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2023.33},
  year      = {2023}
}



@inproceedings{shatietal-ijcai23,
  author    = {Pouya Shati and Eldan Cohen and Sheila A. McIlraith},
  title     = {Optimal Decision Trees For Interpretable Clustering with Constraints},
  booktitle = {Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI)},
  pages      = {2022-2030},
  year      = {2023}
}





@article{muise-etal-aij22,
  author    = {Christian Muise and
               Vaishak Belle and
               Paolo Felli and
               Sheila A. McIlraith and
               Tim Miller and
               Adrian R. Pearce and
               Liz Sonenberg},
  title     = {Efficient multi-agent epistemic planning: Teaching planners about
               nested belief},
  journal   = {Artifical Intelligence (AIJ)},
  volume    = {302},
  pages     = {103605},
  year      = {2022},
  url       = {https://doi.org/10.1016/j.artint.2021.103605},
  keywords  = {epistemic, planning}
}




@article{bai-mci-aij22,
  author    = {Jorge A. Baier and
               Sheila A. McIlraith},
  title     = {Knowledge-based programs as building blocks for planning},
  journal   = {Artificial Intelligence (AIJ)},
  volume    = {303},
  pages     = {103634},
  year      = {2022},
  url       = {https://doi.org/10.1016/j.artint.2021.103634}
}



@inproceedings{tuli-etal-neurips2022text,
    title={Learning to Follow Instructions in Text-Based Games},
    author={Mathieu Tuli and Andrew C. Li and Pashootan Vaezipoor and Toryn Q. Klassen and Scott Sanner and Sheila A. McIlraith},
    booktitle={Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS)},
    year={2022},
    keywords = {LTL, reinforcement learning},
    url = {https://openreview.net/pdf?id=StlwkcFsjaZ},
    url_code = {https://github.com/MathieuTuli/LTL-GATA}
}




@inproceedings{
  paster2022you,
  title={You Can't Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments},
  author={Keiran Paster and Sheila A. McIlraith and Jimmy Ba},
  booktitle={Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS)},
  editor={Alice H. Oh and Alekh Agarwal and Danielle Belgrave and Kyunghyun Cho},
  year={2022},
  url={https://openreview.net/forum?id=atb3yifRtX}
}



@inproceedings{shvo-iros2022,
  title = {Proactive Robotic Assistance via {T}heory of {M}ind},
  author    = {Shvo, Maayan and Hari, Ruthrash and O'Reilly, Ziggy and Abolore,
Sophia and Wang, Sze-Yuh Nina and McIlraith, Sheila A.},
  booktitle={Proceedings of the 2022 IEEE/RSJ International Conference on Intelligent
Robots and Systems (IROS)},
  year={2022}
}




@inproceedings{DBLP:conf/sigcse/HortonLMW23,
  author       = {Diane Horton and
                  David Liu and
                  Sheila A. McIlraith and
                  Nina Wang},
  title        = {Is More Better When Embedding Ethics in {CS} Courses?},
  booktitle    = {Proceedings of the 54th {ACM} Technical Symposium on Computer Science
                  Education (SIGCSE)},
  volume = {1},
  pages        = {652-658},
  year         = {2023},
  url          = {https://doi.org/10.1145/3545945.3569881}
}



@inproceedings{shvo-klas-mci-icaps-discres2022,
  author    = {Shvo, Maayan and Klassen, Toryn Q and McIlraith, Sheila A},
  title         = {Resolving Misconceptions about the Plans of Agents via {T}heory of {M}ind},
  booktitle = "Proceedings of the Thirty-Second International Conference on
                Automated Planning and Scheduling (ICAPS)",
  year      = {2022},
  pages={719-729},
  url  = {https://ojs.aaai.org/index.php/ICAPS/article/view/19862/19621},
  keywords = {epistemic, planning}
}



@inproceedings{alizadeh-etal-aamas22,
    author    = {Parand {Alizadeh Alamdari} and Toryn Q. Klassen and Rodrigo {Toro Icarte} and Sheila A. McIlraith},
    title     = {Be Considerate: Avoiding Negative Side Effects in Reinforcement Learning},
    booktitle = {Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems ({AAMAS} 2022)},
 pages = {18-26},
    year      = {2022},
    keywords  = {AI safety, side effects, reinforcement learning}
}




@inproceedings{klassen-etal-aaai22,
    author    = {Toryn Q. Klassen and Sheila A. McIlraith and Christian Muise and Jarvis Xu},
    title     = {Planning to Avoid Side Effects},
    booktitle = {Proceedings of the 36th {AAAI} Conference on Artificial Intelligence ({AAAI} 2022)},
    year = {2022},
    pages = {9830-9839},
    doi = {10.1609/aaai.v36i9.21219},
    keywords = {AI safety, side effects, planning}
}



@article{cogrob-dagstuhl22,
  author       = {Fredrik Heintz and
                  Gerhard Lakemeyer and
                  Sheila A. McIlraith},
  title        = {Cognitive Robotics (Dagstuhl Seminar 22391)},
  journal      = {Dagstuhl Reports},
  volume       = {12},
  number       = {9},
  pages        = {200--219},
  year         = {2022},
  url          = {https://doi.org/10.4230/DagRep.12.9.200}
}




@inproceedings{klassen-etal-mlsafety2022epistemic,
    title={Epistemic Side Effects \& Avoiding Them (Sometimes)},
    author={Toryn Q. Klassen and Parand Alizadeh Alamdari and Sheila A. McIlraith},
    booktitle={NeurIPS 2022 ML Safety Workshop},
    year={2022},
    keywords = {AI safety, side effects, epistemic, reinforcement learning},
    url = {https://openreview.net/pdf?id=7oDZ-6kIW1K},
    url_code = {https://github.com/praal/epistemic_side_effects}
}



@inproceedings{li-etal-deeprl2022noisy,
    title={Noisy Symbolic Abstractions for Deep {RL}: A case study with Reward Machines},
    author={Andrew C. Li and Zizhao Chen and Pashootan Vaezipoor and Toryn Q. Klassen and Rodrigo {Toro Icarte} and Sheila A. McIlraith},
    booktitle={NeurIPS 2022 Deep Reinforcement Learning Workshop},
    year={2022},
    keywords = {reward machines, reinforcement learning},
    url = {https://openreview.net/pdf?id=2Ak703L8umA}
}




@inproceedings{li-etal-darl2022exploring,
    title={Exploring Long-Horizon Reasoning with Deep {RL} in Combinatorially Hard Tasks},
    author={Andrew C. Li and Pashootan Vaezipoor and Rodrigo {Toro Icarte} and Sheila A. McIlraith},
    booktitle={Decision Awareness in Reinforcement Learning Workshop at ICML 2022},
    year={2022}
}




@inproceedings{TuliWordplay2022instruction,
author = {Mathieu Tuli and Andrew Li and Pashootan Vaezipoor and 
	Toryn Q. Klassen and Scott Sanner and Sheila A. McIlraith},
booktitle = {Wordplay: When Language Meets Games Workshop @ NAACL 2022},
title = {Instruction Following in Text-Based Games},
year = {2022}
}



@inproceedings{KlassenRDDPS2022safety,
  author = {Toryn Q. Klassen and Sheila A. McIlraith and Christian Muise},
  title = {An AI Safety Threat from Learned Planning Models},
  booktitle = {ICAPS'22 Workshop on Reliable Data-Driven Planning and Scheduling
  (RDDPS)},
  year = {2022},
  url ={http://icaps22.icaps-conference.org/workshops/RDDPS/papers/klassen_etal_rddps22.pdf},
  keywords = {AI safety, side effects, planning}
}




@inproceedings{
paster2022return,
title={Return Augmentation gives Supervised {RL} Temporal Compositionality},
author={Keiran Paster and Silviu Pitis and Sheila A. McIlraith and Jimmy Ba},
booktitle={Deep Reinforcement Learning Workshop NeurIPS 2022},
year={2022},
url={https://openreview.net/forum?id=6cD1NWnTvJn}
}



@inproceedings{
paster2022return,
title={Return Augmentation gives Supervised {RL} Temporal Compositionality},
author={Keiran Paster and Silviu Pitis and Sheila A. McIlraith and Jimmy Ba},
booktitle={NeurIPS 2022 Foundation Models for Decision Making Workshop},
year={2022},
url={https://openreview.net/forum?id=q5olkWCt7nl}
}



@inproceedings{
paster2022you,
title={You Can't Count on Luck: Why Decision Transformers Fail in Stochastic Environments},
author={Keiran Paster and Sheila A. McIlraith and Jimmy Ba},
booktitle={Decision Awareness in Reinforcement Learning Workshop at ICML 2022},
year={2022},
url={https://openreview.net/forum?id=DfCBqPKLsA}
}



@article{DBLP:journals/corr/abs-2301-02952,
  author       = {Phillip J. K. Christoffersen and
                  Andrew C. Li and
                  Rodrigo {Toro Icarte} and
                  Sheila A. McIlraith},
  title        = {Learning Symbolic Representations for Reinforcement Learning of Non-Markovian
                  Behavior},
  journal      = {CoRR},
  volume       = {abs/2301.02952},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.02952},
  doi          = {10.48550/arXiv.2301.02952},
  eprinttype    = {arXiv}
}


@inproceedings{DBLP:conf/sigcse/HortonMWMMW21,
  author    = {Diane Horton and
               Sheila A. McIlraith and
               Nina Wang and
               Maryam Majedi and
               Emma McClure and
               Benjamin Wald},
  editor    = {Larry Merkle and
               Maureen Doyle and
               Judithe Sheard and
               Leen{-}Kiat Soh and
               Brian Dorn},
  title     = {Embedding Ethics in Computer Science Courses: Does it Work?},
  booktitle = {{SIGCSE} 2022: The 53rd {ACM} Technical Symposium on Computer Science
               Education, Providence, RI, USA, March 3-5, 2022, Volume 1},
  pages     = {481-487},
  publisher = {{ACM}},
  year      = {2022},
  url       = {https://doi.org/10.1145/3478431.3499407}
}



@inproceedings{vaezipoor-etal-icml21,
  author    = {Pashootan Vaezipoor and
               Andrew C. Li and
               Rodrigo {Toro Icarte} and
               Sheila A. McIlraith},
  title     = {LTL2Action: Generalizing {LTL} Instructions for Multi-Task {RL}},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning,
               {ICML}},
  series    = {Proceedings of Machine Learning Research},
  volume    = {139},
  pages     = {10497-10508},
  year      = {2021},
  keywords  = {LTL, reinforcement learning},
  url       = {http://proceedings.mlr.press/v139/vaezipoor21a.html},
  url_code  = {https://github.com/LTL2Action/LTL2Action}
}



@inproceedings{shvo-etal-cai21,
  author    = {Maayan Shvo and
               Zhiming Hu and
               Rodrigo {Toro Icarte} and
               Iqbal Mohomed and
               Allan D. Jepson and
               Sheila A. McIlraith},
  title     = {AppBuddy: Learning to Accomplish Tasks in Mobile Apps via Reinforcement
               Learning},
  booktitle = {Proceedings of the Canadian Conference on Artificial Intelligence},
  year      = {2021},
  note      = {(Also appeared in the ICML 2021 Workshop on Reinforcement Learning for Real Life (RL4RL).)},
  url       = {https://arxiv.org/abs/2106.00133}
}



@inproceedings{
paster2021planning,
title={Planning from Pixels using Inverse Dynamics Models},
author={Keiran Paster and Sheila A. McIlraith and Jimmy Ba},
booktitle={International Conference on Learning Representations (ICLR)},
year={2021},
url={https://openreview.net/forum?id=V6BjBgku7Ro}
}



@inproceedings{shvo-etal-aaai21,
  title={Interpretable Sequence Classification via Discrete Optimization},
  author={Shvo, Maayan and Li, Andrew C. and Toro Icarte, Rodrigo and McIlraith, Sheila A.},
  booktitle={Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI)},
  year={2021},
  url={https://ojs.aaai.org/index.php/AAAI/article/view/17161}
}




@inproceedings{sha-etal-cp21,
  author    = {Pouya Shati and
               Eldan Cohen and
               Sheila A. McIlraith},
  title     = {SAT-Based Approach for Learning Optimal Decision Trees with Non-Binary
               Features},
  booktitle = {27th International Conference on Principles and Practice of Constraint
               Programming, ({CP} 2021)},
  series    = {LIPIcs},
  volume    = {210},
  pages     = {50:1-50:16},
  year      = {2021},
  url       = {https://doi.org/10.4230/LIPIcs.CP.2021.50}
}




@inproceedings{coh-etal-ijcai21,
  author    = {Eldan Cohen and
               Richard Anthony Valenzano and
               Sheila A. McIlraith},
  editor    = {Zhi{-}Hua Zhou},
  title     = {Type-WA*: Using Exploration in Bounded Suboptimal Planning},
  booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
               Intelligence ({IJCAI} 2021)},
  pages     = {4047-4053},
  year      = {2021},
  url       = {https://doi.org/10.24963/ijcai.2021/557}
}




@inproceedings{AlizadehAlamdariSafeRL2021avoiding,
    author    = {Parand {Alizadeh Alamdari} and Toryn Q. Klassen and Rodrigo {Toro Icarte} and Sheila A. McIlraith},
    title     = {Avoiding Negative Side Effects by Considering Others},
    booktitle = {NeurIPS 2021 Workshop on Safe and Robust Control of Uncertain Systems},
    year      = {2021},
    note = {(More mature version of work appeared at AAMAS 2022.)}
}



@inproceedings{KlassenR2AW2021avoid,
    author = {Toryn Q. Klassen and Sheila A. McIlraith},
    title = {Planning to Avoid Side Effects (Preliminary Report)},
    booktitle = {IJCAI Workshop on Robust and Reliable Autonomy in the Wild (R2AW)},
    year = {2021},
    url = {http://rbr.cs.umass.edu/r2aw/papers/R2AW_paper_15.pdf},
    note = {(More mature version of work appeared at AAAI 2022.)}
}



@inproceedings{ShvoXAIP2021explaining,
  title={Explaining the Plans of Agents via Theory of Mind},
  author={Shvo, Maayan and Klassen, Toryn Q. and McIlraith, Sheila A.},
  booktitle={ICAPS Workshop on Explainable AI Planning (XAIP)},
  year={2021}, 
  note = {(More mature version of work to appear at ICAPS 2022.)},
}



@inproceedings{
paster2021blast,
title={{BLAST}: Latent Dynamics Models from Bootstrapping},
author={Keiran Paster and Lev E McKinney and Sheila A. McIlraith and Jimmy Ba},
booktitle={NeurIPS 2021 Deep RL Workshop},
year={2021},
url={https://openreview.net/forum?id=VwA_hKnX_kR}
}















@inproceedings{ill-et-al-icaps20,
  title={Symbolic Plans as High-Level Instructions for Reinforcement Learning},
  author={Illanes, Le{\'o}n and Yan, Xi and Toro Icarte, Rodrigo and McIlraith, Sheila},
  booktitle = {Proceedings of the International Conference on Automated Planning and Scheduling {(ICAPS)}},
  url={illanes-et-al-icaps20.pdf},
  year={2020},
  pages ={540-550},
  note = {(Best paper award for abridged version at NeurIPS 2020 KR2ML Workshop)}
}



@inproceedings{transmogrifier2020,
 author = {Jaime Middleton and Toryn Q. Klassen and Jorge Baier and Sheila A. McIlraith},
 title = {FL-AT: A Formal Language-Automaton Transmogrifier},
 booktitle = {Proceedings of the International Conference on Automated Planning and Scheduling {(ICAPS)}},
 note = {System Demo.},
 year = {2020}
 }



@inproceedings{shvo2020role,
    author = {Maayan Shvo and Toryn Q. Klassen and Sheila A. McIlraith},
    title = {Towards the Role of Theory of Mind in Explanation},
    booktitle = {Explainable, Transparent Autonomous Agents and Multi-Agent Systems - Second International Workshop, {EXTRAAMAS} 2020},
    series = {Lecture Notes in Computer Science},
    volume = {12175},
    pages = {75-93},
    publisher = {Springer},
    year = {2020},
    keywords = {epistemic}
}

 


@inproceedings{klassen2020dynamics,
    author = {Toryn Q. Klassen and Sheila A. McIlraith and Hector J. Levesque},
    title = {Changing Beliefs about Domain Dynamics in the Situation Calculus},
    booktitle = {Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, {KR} 2020},
    pages = {572-581},
    year = {2020},
    doi = {10.24963/kr.2020/57},
    keywords = {epistemic}
}




@inproceedings{shvo-etal-aamas20,
  title={Epistemic Plan Recognition},
  author={Shvo, Maayan and Klassen, Toryn Q., and Sohrabi, Shirin and
McIlraith, Sheila A.},
  booktitle={Proceedings of the 19th Conference on Autonomous Agents
and Multi-Agent Systems ({AAMAS})},
url_paper = {http://www.ifaamas.org/Proceedings/aamas2020/pdfs/p1251.pdf},
  year={2020},
  pages = {1251-1259},
  keywords = {epistemic}
}



@inproceedings{shv-mci-aaai20,
  author    = {Shvo, Maayan and McIlraith, Sheila A.},
  title     = {Active Goal Recognition},
   booktitle = {Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI)},
   pages = {9957-9966},
  year      = {2020}
  }



@inproceedings{christoffersen2020learning,
  title={Learning Symbolic Representations for Reinforcement Learning of Non-Markovian Behavior},
  author={Christoffersen, Phillip J.K. and Li, Andrew C. and Toro Icarte, Rodrigo and McIlraith, Sheila A.},
  booktitle={4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML 2020), at NeurIPS},
  year={2020}
}



@inproceedings{shvo2020learning,
  title={Interpretable Sequence Classification via Discrete Optimization (Abridged Report)},
  author={Shvo, Maayan and Li, Andrew C. and Toro Icarte, Rodrigo and McIlraith, Sheila A.},
  booktitle={4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML 2020), at NeurIPS},
  year={2020}
}



@inproceedings{illanes2020symbolic,
  title={Symbolic Plans as High-Level Instructions for Reinforcement Learning},
  author={Illanes, Le{\'o}n and Yan, Xi and Icarte, Rodrigo Toro and McIlraith, Sheila A},
note = {(Best Paper Award)},
   booktitle={4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML 2020), at NeurIPS},
  year={2020} 
}




@inproceedings{tor-etal-neurips19,
  title={Learning Reward Machines for Partially Observable Reinforcement Learning},
  author={Toro Icarte, Rodrigo and Waldie, Ethan and Klassen, Toryn and Valenzano, Rick and Castro, Margarita and McIlraith, Sheila},
  booktitle={Advances in Neural Information Processing Systems (NeurIPS)},
  pages={15497-15508},
  url={toro-et-al-neurips19.pdf},
  year={2019},
  keywords = {reward machines, reinforcement learning}
}



@inproceedings{shvo2019towardsempathyplanning,
  title={Towards Empathetic Planning},
  author={Shvo, Maayan and McIlraith, Sheila A},
  booktitle = {Proceedings of the 2nd Humanizing AI workshop at IJCAI 2019},
url = {https://arxiv.org/pdf/1906.06436.pdf},
  year={2019}
}



@inproceedings{cam-etal-ijcai19,
    author = {Camacho, Alberto and Toro Icarte, Rodrigo and Klassen, Toryn Q. and Valenzano, Richard and McIlraith, Sheila A.},
    title     = {{LTL} and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning},
    booktitle = {Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI)},
    url = {https://www.ijcai.org/proceedings/2019/0840.pdf},
    year      = {2019},
    pages     = {6065-6073},
    keywords = {reward machines, LTL, reinforcement learning}
}




@inproceedings{cam-mci-ijcai19,
  author    = {Alberto Camacho and
               Sheila A. McIlraith},
  title     = {Strong Fully Observable Non-Deterministic Planning with LTL and LTL-f Goals},
  booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence ({IJCAI})},
  year      = {2019},
  pages     = {5523-5531}
}



@inproceedings{cam-mci-icaps19,
  author    = {Alberto Camacho and
               Sheila A. McIlraith},
  title     = {Learning Interpretable Models in Linear Temporal Logic},
  booktitle = {Proceedings of the Twenty-Nineth International Conference on Automated Planning and Scheduling ({ICAPS})},
  year      = {2019},
  pages     = {621-630},
  keywords = {LTL}
}




@inproceedings{cam-bie-mci-icaps19,
  author    = {Alberto Camacho and
               Meghyn Bienvenu and
               Sheila A. McIlraith},
  title     = {Towards a Unified View of AI Planning and Reactive Synthesis},
  booktitle = {Proceedings of the Twenty-Nineth International Conference on Automated Planning and Scheduling ({ICAPS})},
  pages     = {58-67},
  year      = {2019}
}




@inproceedings{tor-etal-cp19,
  title={Training binarized neural networks using {MIP} and {CP}},
  author={Toro Icarte, Rodrigo and Illanes, Le{\'o}n and Castro, Margarita P and Cire, Andre A and McIlraith, Sheila A and Beck, J Christopher},
  booktitle={Proceedings of the 25th International Conference on Principles and Practice of Constraint Programming (CP)},
  url=toro-et-al-cp19.pdf,
  pages={401-417},
  year={2019}}




@inproceedings{ill-mci-aaai19,
  author    = {Leon Illanes and
               Sheila A. McIlraith},
  title     = {Generalized Planning via Abstraction: Arbitrary Numbers of Objects},
  booktitle = {Proceedings of the 31st AAAI Conference on Artificial Intelligence ({AAAI})},
  url_paper = {https://aaai.org/ojs/index.php/AAAI/article/view/4754},
  pages     = {7610-7618},
  year      = {2019}
}





@inproceedings{cam-mci-kr2ml19,
  author    = {Alberto Camacho and
               Sheila A. McIlraith},
  title     = {Towards Neural-Guided Program Synthesis of Linear Temporal Logic Specifications},
  booktitle = {Workshop on Knowledge Representation and Reasoning Meets Machine Learning (KR2ML) at NeurIPS},
  year      = {2019},
  keywords  = {LTL}
}



@inproceedings{cam-etal-kr2ml19,
  author = {Camacho, Alberto and Toro Icarte, Rodrigo and Klassen, Toryn Q. and Valenzano, Richard and McIlraith, Sheila A.},
  title     = {{LTL} and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning},
  booktitle = {Proceedings of the Knowledge Representation and Reasoning Meets Machine Learning workshop at NeurIPS 2019},
  year      = {2019}
}



@inproceedings{tor-etal-opt4rl19,
  title={Learning Reward Machines for Partially Observable Reinforcement Learning},
  author={Toro Icarte, Rodrigo and Waldie, Ethan and Klassen, Toryn and Valenzano, Rick and Castro, Margarita and McIlraith, Sheila},
  booktitle={Proceedings of the Optimization Foundations of Reinforcement Learning Workshop at NeurIPS 2019},
  year={2019}
}



@inproceedings{tor-etal-ml19,
  title={Training binarized neural networks using {MIP} and {CP}},
  author={Toro Icarte, Rodrigo and Illanes, Le{\'o}n and Castro, Margarita P and Cire, Andre A and McIlraith, Sheila A and Beck, J Christopher},
  booktitle={Proceedings of the Workshop on Machine Learning with Guarantees at NeurIPS 2019},
  year={2019}}



@inproceedings{ill-etal-kr2ml19,
  title={Leveraging Symbolic Planning Models in Hierarchical Reinforcement Learning},
  author={Illanes, Le{\'o}n and Yan, Xi and Toro Icarte, Rodrigo and McIlraith, Sheila},
  booktitle = {Proceedings of the Knowledge Representation and Reasoning Meets Machine Learning workshop at NeurIPS 2019},
  url={illanes-et-al-rldm19.pdf},
  year={2019},
  keywords = {reward machines, reinforcement learning}
}



@inproceedings{tor-etal-rldm19,
  title={Searching for Markovian Subproblems to Address Partially Observable Reinforcement Learning},
  author={Toro Icarte, Rodrigo and Waldie, Ethan and Klassen, Toryn and Valenzano, Rick and Castro, Margarita and McIlraith, Sheila},
  booktitle={Proceedings of the 4th Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)},
  url={toro-et-al-lrm-rldm19.pdf},
  pages={22-26},
  year={2019}
}



@inproceedings{ill-etal-rldm19,
  title={Symbolic Planning and Model-Free Reinforcement Learning: Training Taskable Agents},
  author={Illanes, Le{\'o}n and Yan, Xi and Toro Icarte, Rodrigo and McIlraith, Sheila},
  booktitle = {Proceedings of the 4th Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)},
  pages={191-195},
  year={2019}
  }





@inproceedings{cam-bie-mci-kr18,
  author    = {Alberto Camacho and
               Meghyn Bienvenu and
               Sheila A. McIlraith},
  title     = {Finite {LTL} Synthesis with Environment Assumptions and Quality Measures},
  booktitle = {Proceedings of the Sixteenth International Conference on Principles of Knowledge Representation and Reasoning ({KR})},
  pages     = {454-463},
  year      = {2018},
  url_paper = {http://www.cs.toronto.edu/~acamacho/papers/cam-bie-mci-kr18.pdf},
  keywords  = {LTL}
}



@inproceedings{KlassenKR2018plausibility,
    author    = {Toryn Q. Klassen and Sheila A. McIlraith and Hector J. Levesque},
    title     = {Specifying Plausibility Levels for Iterated Belief Change in the Situation Calculus},
    booktitle = {Proceedings of the Sixteenth International Conference on Principles of Knowledge Representation and Reasoning ({KR})},
    pages     = {257-266},
    year      = {2018},
    keywords  = {epistemic}
}



@inproceedings{tor-etal-icml18,
  author = {Rodrigo {Toro Icarte} and
            Toryn Q. Klassen and
            Richard Valenzano and
            Sheila A. McIlraith},
  title     = {Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning (ICML)},
  year      = {2018},
  url = {http://proceedings.mlr.press/v80/icarte18a.html},
  url_code = {https://bitbucket.org/RToroIcarte/qrm},
  pages     = {2112-2121},
  keywords = {reward machines, reinforcement learning}
}



@inproceedings{tor-etal-aamas18,
  author = {Rodrigo {Toro Icarte} and
               Toryn Klassen and
               Richard Valenzano and
               Sheila A. McIlraith},
  title     = {Teaching Multiple Tasks to an RL Agent using LTL},
  booktitle = {AAMAS},
  url_paper = {http://ifaamas.org/Proceedings/aamas2018/pdfs/p452.pdf},
  url_code  = {https://bitbucket.org/RToroIcarte/lpopl},
  year      = {2018},
  pages     = {452-461},
  keywords  = {LTL, reinforcement learning}
}



@inproceedings{cam-bai-mui-mci-icaps18,
  author    = {Alberto Camacho and
               Jorge A. Baier and
               Christian J. Muise and
               Sheila A. McIlraith},
  title     = {Finite {LTL} Synthesis as Planning},
  booktitle = {Proceedings of the Twenty-Eight International Conference on
Automated Planning and Scheduling ({ICAPS})},
  pages     = {29-38},
  year      = {2018},
  url_paper =
{http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-icaps18.pdf},
  keywords  = {LTL, planning}
}



@inproceedings{cam-mui-bai-mci-ijcai18,
  author    = {Alberto Camacho and
               Christian J. Muise and
               Jorge A. Baier and
               Sheila A. McIlraith},
  title     = {{LTL} Realizability via Safety and Reachability Games},
  booktitle = {Proceedings of the Twenty-Seventh International Joint
Conference on Artificial Intelligence ({IJCAI})},
  pages     = {4683-4691},
  year      = {2018},
  url_paper = {https://www.ijcai.org/proceedings/2018/0651.pdf},
  keywords  = {LTL}
}



@inproceedings{cam-mui-bai-mci-ijcai18demo,
  author    = {Alberto Camacho and
               Christian J. Muise and
               Jorge A. Baier and
               Sheila A. McIlraith},
  title     = {{SynKit}: {LTL} Synthesis as a Service},
  booktitle = {Demonstration Track at the Twenty-Seventh International
Joint Conference on Artificial Intelligence ({IJCAI})},
  year      = {2018},
  pages     = {5817-5819},
  url_paper = {https://www.ijcai.org/proceedings/2018/0848.pdf},
  keywords  = {LTL}
}



@inproceedings{cam-mui-bai-mci-icaps18demo,
  author    = {Alberto Camacho and
               Christian J. Muise and
               Jorge A. Baier and
               Sheila A. McIlraith},
  title     = {{SynKit}: Finite {LTL} Synthesis as a Service},
  booktitle = {System Demonstrations at the Twenty-Eight International
Conference on Automated Planning and Scheduling ({ICAPS})},
  year      = {2018},
  url_paper =
{http://icaps18.icaps-conference.org/fileadmin/alg/conferences/icaps18/files/demos/2_SynKit_Demo_ICAPS_18.pdf},
  keywords  = {LTL}
}





@inproceedings{icarte-etal-cai18,
  author    = {Rodrigo {Toro Icarte} and
               Toryn Q. Klassen and
               Richard Anthony Valenzano and
               Sheila A. McIlraith},
  title     = {Advice-Based Exploration in Model-Based Reinforcement Learning},
  booktitle = {Advances in Artificial Intelligence - 31st Canadian Conference on
               Artificial Intelligence, Canadian {AI} 2018, Toronto, ON, Canada,
               May 8-11, 2018, Proceedings},
  pages     = {72-83},
  url = {https://link.springer.com/chapter/10.1007/978-3-319-89656-4_6},
  year      = {2018},
  keywords  = {LTL, reinforcement learning}
}



@inproceedings{cam-che-san-mci-goalsrl18,
  author    = {Alberto Camacho and
               Oscar Chen and
               Scott Sanner and
               Sheila A. McIlraith},
  title     = {Non-Markovian Rewards Expressed in {LTL}: Guiding Search Via Reward Shaping (Extended Version)},
  booktitle = {First Workshop on Goal Specifications for Reinforcement Learning, co-located with {ICML},{IJCAI}},
  year      = {2018},
  url = {https://www.cs.toronto.edu/~acamacho/papers/cam-che-san-mci-goalsrl18.pdf},
  keywords  = {LTL}
}


@inproceedings{cam-bai-mui-mci-ccai18,
  author    = {Alberto Camacho and
               Jorge A. Baier and
               Christian J. Muise and
               Sheila A. McIlraith},
  title     = {Synthesizing Controllers: On the Correspondence Between
{LTL} Synthesis and Non-deterministic Planning},
  booktitle = {Advances in Artificial Intelligence - Proceedings of the
Thirty-First Canadian Conference on Artificial Intelligence ({CCAI})},
  pages     = {45-59},
  year      = {2018},
  url       = {https://doi.org/10.1007/978-3-319-89656-4_4},
  url_paper =
{http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-cai2018.pdf},
  keywords  = {LTL}
}





@inproceedings{ShvoSohrabiMcIlraithCAI2018,
 author = {Maayan Shvo and Shirin Sohrabi and Sheila A. McIlraith},
 title = {An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem},
 booktitle = {Proceedings of the Thirty-First Canadian Conference on Artificial Intelligence ({CCAI})},
 year = {2018},
url = {http://www.cs.toronto.edu/~maayanshvo/ShvoSohrabiMcIlraithCAI2018.pdf [www.cs.toronto.edu]},
 pages = {253-258}
}



@article{bar-etal-dagstuhl17,
  author    = {Chitta Baral and
               Thomas Bolander and
               Hans van Ditmarsch and
               Sheila A. McIlraith},
  title     = {Epistemic Planning (Dagstuhl Seminar 17231)},
  journal   = {Dagstuhl Reports},
  volume    = {7},
  number    = {6},
  pages     = {1-47},
  year      = {2017},
  url       = {https://doi.org/10.4230/DagRep.7.6.1},
  keywords  = {epistemic, planning}
}



@inproceedings{ill-mci-ijcai17,
  author    = {Leon Illanes and
               Sheila A. McIlraith},
  title     = {Numeric Planning via Abstraction and Policy Guided Search},
  booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
               Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
               19-25, 2017},
  pages     = {4338-4345},
  year      = {2017},
  url       = {https://doi.org/10.24963/ijcai.2017/606}
}



@inproceedings{kla-lev-mci-cs17,
  author    = {Toryn Q. Klassen and
               Hector J. Levesque and
               Sheila A. McIlraith},
  title     = {Towards Representing What Readers of Fiction Believe},
  booktitle = {Proceedings of the Thirteenth International Symposium on Commonsense
               Reasoning, {COMMONSENSE} 2017, London, UK, November 6-8, 2017.},
  year      = {2017},
  url       = {http://ceur-ws.org/Vol-2052/paper12.pdf}
}


@inproceedings{cam-bai-mui-mci-genplan17,
  author    = {Alberto Camacho and
               Jorge A. Baier and
               Christian J. Muise and
               Sheila A. McIlraith},
  title     = {Bridging the Gap Between {LTL} Synthesis and Automated Planning},
  booktitle = {Workshop on Generalized Planning ({GenPlan}'17)},
url = {http://www.cs.toronto.edu/~sheila/publications/cam-etal-genplan17.pdf},
  year      = {2017}
}





@inproceedings{cam-che-san-mci-socs17,
  author    = {Alberto Camacho and
               Oscar Chen and
               Scott Sanner and
               Sheila A. McIlraith},
  title     = {Non-Markovian Rewards Expressed in {LTL:} Guiding Search Via Reward Shaping},
  booktitle = {Proceedings of the Tenth International Symposium on Combinatorial Search ({SoCS})},
url = {http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf},
  pages     = {159-160},
  year      = {2017}
}



@inproceedings{tor-etal-rldm17,
  author    = {Rodrigo {Toro Icarte} and
               Toryn Klassen and
               Richard Valenzano and
               Sheila A. McIlraith},
  title     = {Using Advice in Model-Based Reinforcement Learning},
  booktitle = {Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making ({RLDM})},
  pages={199-203},
  year      = {2017}
}



@inproceedings{cam-che-san-mci-rldm17,
  author    = {Alberto Camacho and
               Oscar Chen and
               Scott Sanner and
               Sheila A. McIlraith},
  title     = {Decision-Making with Non-Markovian Rewards: From {LTL} to automata-based reward shaping},
  booktitle = {Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making ({RLDM})},
  pages={279-283},
url = {http://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf},
  year      = {2017},
  note = {See also University of Toronto Technical Report CSRG-632}
}



@techreport{cam-che-san-mci-tr17,
  title = {Decision-Making with Non-Markovian Rewards: Guiding search via
automata-Based reward shaping},
  author    = {Alberto Camacho and
               Oscar Chen and
               Scott Sanner and
               Sheila A. McIlraith},
  url =
{ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf},
  year = {2017},
  month = {June},
  institution = {Department of Computer Science, University of Toronto},
  number = {CSRG-632}
}

%@techreport{cam-che-san-mci-TR17,


@inproceedings{cam-tri-mui-bai-mci-aaai17,
  author    = {Alberto Camacho and
               Eleni Triantafillou and
               Christian J. Muise and
               Jorge A. Baier and
               Sheila A. McIlraith},
  title     = {Non-Deterministic Planning with Temporally Extended Goals:
{LTL} over Finite and Infinite Traces},
  booktitle = {Proceedings of the Thirty-First AAAI Conference on
Artificial Intelligence ({AAAI})},
  url_paper =
{http://www.cs.toronto.edu/~sheila/publications/cam-etal-aaai17.pdf},
  keywords  = {LTL, planning},
  pages     = {3716-3724},
  year      = {2017}
}



@inproceedings{bfr-aaai-17,
  author = {Brent Mombourquette and Christian Muise and Sheila McIlraith},
  year = {2017},
  booktitle = {The 31st AAAI Conference on Artificial Intelligence (AAAI)},
  keywords = {state estimation, belief tracking, logical filtering, approximation},
  title = {Logical Filtering and Smoothing: State Estimation in Partially Observable Domains},
  url = {http://www.haz.ca/papers/momb-aaai17.pdf},
  abstract = {State estimation is the task of estimating the state of a partially
observable dynamical system given a sequence of executed
actions and observations. In logical settings, state estimation
can be realized via logical filtering, which is exact
but can be intractable. We propose logical smoothing, a form
of backwards reasoning that works in concert with approximated
logical filtering to refine past beliefs in light of new observations.
We characterize the notion of logical smoothing
together with an algorithm for backwards-forwards state estimation.
We also present an approximation of our smoothing
algorithm that is space efficient. We prove properties of our
algorithms, and experimentally demonstrate their behaviour,
contrasting them with state estimation methods for planning.
Smoothing and backwards-forwards reasoning are important
techniques for reasoning about partially observable dynamical
systems, introducing the logical analogue of effective
techniques from control theory and dynamic programming.}
}



@inproceedings{ShvoSohrabiMcIlraithPAIR2017,
  author    = {Maayan Shvo and Shirin Sohrabi and Sheila A. McIlraith},
  title     = {An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report)},
   booktitle = {Proceedings of the The AAAI 2017 Workshop on Plan, Activity, and Intent Recognition (PAIR)},
  url = {http://www.cs.toronto.edu/~shirin/ShvoSohrabiMcIlraithPAIR2017.pdf},
  year      = {2017},
  }




@article{jair-popgen,
  author    = {Christian Muise and J. Christopher Beck and Sheila A. McIlraith},
  title     = {Optimal Partial-Order Plan Relaxation via MaxSAT},
  journal   = {Journal of Artificial Intelligence Research (JAIR)},
  year      = {2016},
  volume    = {57},
  pages     = {113-149},
  url       = {http://www.jair.org/media/5128/live-5128-9534-jair.pdf},
  abstract  = {Partial-order plans (POPs) are attractive because of their least-commitment nature, which provides enhanced plan flexibility at execution time relative to sequential plans. Current research on automated plan generation focuses on producing sequential plans, despite the appeal of POPs. In this paper we examine POP generation by relaxing or modifying the action orderings of a sequential plan to optimize for plan criteria that promote flexibility. Our approach relies on a novel partial weighted MaxSAT encoding of a sequential plan that supports the minimization of deordering or reordering of actions. We further demonstrate how to remove redundant actions from the plan. Our partial weighted MaxSAT encoding allows us to compute a POP from a sequential plan effectively. We compare the efficiency of our approach to previous methods for POP generation via sequential-plan relaxation. Our results show that while an existing heuristic approach consistently produces the optimal deordering of a sequential plan, our approach has greater flexibility when we consider reordering the actions in the plan while also providing a guarantee of optimality. We also investigate and confirm the accuracy of the standard $\flex$ metric typically used to predict the true flexibility of a POP as measured by the number of linearizations it represents.}
}




@inproceedings{cam-etal-ltl-knowpros16,
  title = {Non-Deterministic Planning with Temporally Extended Goals: Completing the story for finite and infinite {LTL} (Amended Version)},
  author = {Alberto Camacho and Eleni Triantafillou and Christian Muise and Jorge Baier and Sheila A. McIlraith},
  booktitle = {Workshop on knowledge-based techniques for problem solving and reasoning (KnowProS'16) at IJCAI},
  year = {2016},
  url = {cam-etal-ltl-knowpros16.pdf},
  note = {A version of this paper also appeared in the Workshop on Heuristic Search and Domain Independent Planning ({HSDIP}'16) at ICAPS},
abstract={Temporally extended goals are critical to the specification of a diversity of real-world planning problems. Here we examine the problem of planning with temporally extended goals over both finite and infinite traces where actions can be non-deterministic, and where temporally extended goals are specified in linear temporal logic (LTL). Unlike existing LTL planners, we place no restrictionson our LTL formulae beyond those necessary to distinguish finite from infinite trace interpretations. We realize our planner by compiling temporally extended goals, represented in LTL, into Planning Domain Definition Language problem instances, and exploiting a state-of-the-art fully observable non-deterministic planner to compute solutions. The resulting planner is sound and complete. Our approach exploits the correspondence between LTL and automata. We propose several different compilations based on translations of LTL to (Buchi) alternating or non-deterministic finite state automata, and evaluate various properties of the competing approaches. We address a diverse spectrum of LTL planning problems that, to this point, had not been solvable using AI planning techniques. We do so while demonstrating competitive performance relative to the state of the art in LTL planning.},
  keywords = {LTL, planning}
}



@inproceedings{mombourquette-knowpros16-bf,
  title = {Belief State Estimation for Planning via Approximate Logical Filtering and Smoothing},
  author = {Brent Mombourquette and Christian Muise and Sheila A. McIlraith},
  booktitle = {Workshop on Knowledge-based techniques for problem solving and reasoning ({KnowProS}'16)},
  year = {2016},
  url = {http://ceur-ws.org/Vol-1648/paper8.pdf},
  abstract={State estimation is the task of estimating the state of a partially observable dynamical system given a sequence of executed actions and observations. In logical settings, state estimation can be realized via logical filtering. Unfortunately such filtering, though exact, can be intractable. To this end, we propose logical smoothing, a form of backwards reasoning that works in concert with logical filtering to refine past beliefs in light of new observations. We characterize the notion of logical smoothing together with an algorithm for backwards-forwards state estimation. We prove properties of our algorithms, and experimentally demonstrate their behaviour. Smoothing together with backwards-forwards reasoning are important techniques for reasoning about partially observable dynamical systems, introducing the logical analogue of effective techniques from control theory and dynamic programming}
}




@inproceedings{ill-mci-knowpros16,
  title = {Numeric Planning via Search Space Abstraction},
  author = {Leon Illanes and Sheila A. McIlraith},
  booktitle = {Proceedings of the Workshop on Knowledge-based Techniques for Problem Solving and Reasoning (KnowProS'16) at IJCAI},
  year = {2016}
}



@inproceedings{ill-mci-socs16,
  title = {Numeric Planning via Search Space Abstraction (Extended Abstract)},
  author = {Leon Illanes and Sheila A. McIlraith},
  booktitle = {Proceedings of Ninth Annual Symposium on Combinatorial Search (SoCS'16)},
  year = {2016}
}




@inproceedings{cam-mci-fondplus-knowpros16,
  title = {Strong-Cyclic Planning when Fairness is Not a Valid Assumption},
  author = {Alberto Camacho and Sheila A. McIlraith},
  booktitle = {Workshop on Knowledge-based techniques for problem solving and reasoning ({KnowProS}'16)},
  year = {2016},
  abstract={We address the class of fully-observable non-deterministic (FOND) planning problems where non-deterministic actions are not guaranteed to display fair behavior. Typical solutions to FOND planning either guarantee goal reachability with a bounded number of transitions (so-called strong acyclic solutions), or are predicated on a fairness assumption that presumes each action effect occurs infinitely often when the action is applied infinite times in the same state (so-called strong-cyclic solutions). We introduce the FOND+ planning model, that extends the FOND model with a more informed description of the action transitions. Solutions to FOND+ problems are able to guarantee goal reachability when the classical fairness assumption is not valid. We characterize different topologies, or classes, of solutions showing that typical strong acyclic, fair strong-cyclic planning are particular cases. Finally, we present algorithms to solve each class of problems, and prove empirically that FOND+ solutions are different than strong-cyclic solutions that presume fairness.}
}




@inproceedings{cam-mui-mci-icaps16,
  title = {From FOND to Robust Probabilistic Planning: Computing compact policies that bypass avoidable deadends},
  author = {Alberto Camacho and Christian Muise and Sheila A. McIlraith},
  booktitle = {The 26th International Conference on Automated Planning and Scheduling (ICAPS)},
  pages = {65-69},
  year = {2016},
  url = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS16/paper/view/13188},
  keywords = {non-deterministic planning, probabilistic planning, plan generation},
  abstract={We address the class of probabilistic planning problems where the objective is to maximize the probability of reaching a prescribed goal. The complexity of probabilistic planning problems makes it difficult to compute high quality solutions for large instances, and existing algorithms either do not scale, or do so at the expense of the solution quality. We leverage core similarities between probabilistic and fully observable non-deterministic (FOND) planning to construct a sound, offline probabilistic planner, ProbPRP, that exploits algorithmic advances from state-of-the-art FOND planner, PRP, to compute compact policies that are guaranteed to bypass avoidable deadends. We evaluate ProbPRP on a selection of benchmarks used in past probabilistic planning competitions. The results show that ProbPRP, in many cases, outperforms the state of the art, computing substantially more robust policies and at times doing so orders of magnitude faster.}
}




@inproceedings{luo-etal-kr16,
  author    = {Roy Luo and
               Richard Anthony Valenzano and
               Yi Li and
               J. Christopher Beck and
               Sheila A. McIlraith},
  title     = {Using Metric Temporal Logic to Specify Scheduling Problems},
  booktitle = {Proceedings of the 15th International Conference on Principles of Knowledge Representation and Reasoning ({KR 2016})},
  pages     = {581-584},
  url       = {luo-etal-kr16.pdf},
  note      = {See technical report for further details.},
  year      = {2016}
}



@inproceedings{muise-beyondnp16-dsharp,
author = {Muise, Christian and McIlraith, Sheila A. and Beck, J. Christopher and Hsu, Eric},
booktitle = {AAAI 2016 Workshop on Beyond NP},
title = {{DSHARP}: Fast d-DNNF Compilation with sharpSAT (Amended Version)}}

@inproceedings{muise-beyondnp16-dsharp,
author = {Muise, Christian and McIlraith, Sheila A. and Beck, J.
Christopher and Hsu, Eric},
booktitle = {AAAI 2016 Workshop on Beyond NP},
title = {{DSHARP}: Fast d-DNNF Compilation with sharpSAT (Amended Version)},
url = {http://haz.ca/dsharp-related.html},
year = {2016}
}



@inproceedings{yoon-etal-icdcs15,
  author    = {Young Yoon and
               Nathan Robinson and
               Vinod Muthusamy and
               Sheila A. McIlraith and
               Hans{-}Arno Jacobsen},
  title     = {Towards Planning the Transformation of Overlays},
  booktitle = {35th {IEEE} International Conference on Distributed Computing Systems,
               ({ICDCS})},
  pages     = {782-783},
  year      = {2015}
}



@inproceedings{tri-etal-mochap15,
  title = {A Unifying Framework for Planning with LTL and Regular Expressions},
  author = {Eleni Triantafillou and Jorge Baier and Sheila McIlraith},
  booktitle = {Proceedings of the Workshop on Model-Checking and Automated Planning (MOCHAP) at ICAPS},
  pages = {23-31},
  year = {2015},
  url = {tri-etal-mochap15.pdf},
  keywords = {planning, LTL, LDL}
}




@inproceedings{cam-etal-hsdip15,
  title = {From FOND to Probabilistic Planning: Guiding search for quality policies},
  author = {Alberto Camacho and Christian Muise and Akshay Ganeshen and Sheila A. McIlraith},
  booktitle = {Workshop on Heuristic Search and Domain Independent Planning ({HSDIP}'15) at ICAPS},
  year = {2015},
  url={cam-etal-hsdip15.pdf},
  keywords = {non-deterministic planning, probabilistic planning, plan generation}
}



@inproceedings{mui-etal-dmap15,
  title = {Planning Over Multi-Agent Epistemic States: A Classical Planning Approach (Amended Version)},
  author = {Christian Muise and Vaishak Belle and Paolo Felli and Sheila A. McIlraith and Tim Miller and Adrian R. Pearce and Liz Sonenberg},
  booktitle = {Workshop on Distributed and Multi-Agent Planning ({DMAP}'15) at ICAPS},
  year = {2015},
  keywords = {multi-agent planning, epistemic reasoning, epistemic, planning},
  url={mui-etal-dmap15.pdf}
}





@inproceedings{mui-etal-aaai15,
  title={Planning Over Multi-Agent Epistemic States: A Classical Planning Approach},
  author={Christian Muise and Vaishak Belle and Paolo Felli and Sheila A. McIlraith and Tim Miller and Adrian R. Pearce and Liz Sonenberg},
  booktitle={The 29th AAAI Conference on Artificial Intelligence (AAAI)},
  year={2015},
  keywords = {multi-agent planning, epistemic reasoning, epistemic, planning},
  url={mui-etal-aaai15.pdf}
}



@inproceedings{mui-bel-mci-aaai14,
  title={Computing Contingent Plans via Fully Observable Non-Deterministic Planning},
  author={Muise, Christian and Belle, Vaishak and McIlraith, Sheila A.},
  booktitle={The 28th AAAI Conference on Artificial Intelligence (AAAI)},
  year={2014},
  keywords = {non-deterministic planning, plan generation, partial observability, sensing},
  url={mui-bel-mci-aaai14.pdf}
}



@inproceedings{mui-mci-bel-icaps14,
  title={Non-Deterministic Planning With Conditional Effects},
  author={Muise, Christian and McIlraith, Sheila A. and Belle, Vaishak},
  booktitle={The 24th International Conference on Automated Planning and Scheduling (ICAPS)},
  year={2014},
  keywords = {non-deterministic planning, plan generation},
  url={mui-mci-bel-icaps14.pdf}
}




@inproceedings{bai-mom-mci-kr14,
  author = {Jorge A. Baier and Brent Mombourquette and Sheila A. McIlraith},
  title = {Diagnostic Problem Solving via Planning with Ontic and Epistemic Goals},
  booktitle = {Proceedings of the 14th International Conference on Principles of Knowledge Representation and Reasoning (KR)},
  year = {2014},
  url = {bai-mom-mci-kr14.pdf},
  keywords = {diagnosis, epistemic, planning}
}



@article{raz-far-mci-sttt14,
  author    = {Niloofar Razavi and
               Azadeh Farzan and
               Sheila A. McIlraith},
  title     = {Generating effective tests for concurrent programs via {AI} automated
               planning techniques},
  journal   = {International Journal on Software Tools for Technology Transfer ({STTT})},
  volume    = {16},
  number    = {1},
  pages     = {49-65},
  year      = {2014}
}







@inproceedings{gue-pol-mci-iswc13,
  author = {Marina Gueroussova and Axel Polleres and Sheila A. McIlraith},
  title = {{SPARQL} with Qualitative and Quantitative Preferences},
  booktitle = {Proceedings of the 2nd International Workshop on Ordering and Reasoning},
  year = {2013}
}



@inproceedings{dav-bai-mci-aaai13,
  author    = {Sammy Davis-Mendelow and
               Jorge A. Baier and
               Sheila A. McIlraith},
  title     = {Assumption-Based Planning: Generating Plans and Explanations
               under Incomplete Knowledge},
  booktitle = {Proceedings of the Twenty-Seventh AAAI Conference on Artificial
               Intelligence (AAAI)},
  year      = {2013},
  url = {dav-bai-mci-aaai13.pdf}
}


@inproceedings{mui-bec-mci-ijcai13,
  author    = {Christian J. Muise and
               J. Christopher Beck and
               Sheila A. McIlraith},
  title     = {Flexible Execution of Partial Order Plans With Temporal
               Constraints},
  booktitle = {Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI)},
  year      = {2013}
}



@inproceedings{rob-mci-tom-icaps13,
  author =  {Nathan Robinson and Sheila A. McIlraith and David Toman},
  title = {Query Optimization Revisited:  An AI Planning Perspective},
  booktitle = {Proceedings of the Scheduling and Planning Applications
                Workshop (SPARK)},
  year = {2013}
}


@inproceedings{mui-bec-mci-icaps13,
  author = {Christian Muise and J. Christopher Beck and Sheila A. McIlraith},
  title = {Flexible Execution of Partial Order Plans With Temporal Constraints},
  booktitle = {Proceedings of the Workshop on Planning in Continuous Domains}, 
  year = {2013}
}


@inproceedings{dav-bai-mci-icaps12,
  author = {Sammy Davis-Mendelow and Jorge Baier and Sheila A. McIlraith},
  title = {Making Reasonable Assumptions to Plan with Incomplete Information},
  booktitle = {Proceedings of the Workshop on Heuristics for Domain Independent Planning (at ICAPS)},
  year = {2012}
}



@inproceedings{dav-bai-mci-aaai12,
  author = {Sammy Davis-Mendelow and Jorge Baier and Sheila A. McIlraith},
  title = {Making Reasonable Assumptions to Plan with Incomplete Information (Abridged Report)},
  booktitle = {Proceedings of the Workshop on Classical Planning for Problem Solving (at AAAI)},
  year = {2012}
}


@inproceedings{yoonetal-aaai12,
  author = {Young Yoon and Nathan Robinson and Vinod Muthusamy and Hans-Arno Jacobsen and Sheila A. McIlraith},
  title = {Planned Reconfiguration of Distributed Messaging Systems},
  booktitle = {Proceedings of the Workshop on Classical Planning for Problem Solving (at AAAI)}, 
  year = {2012}
}


@inproceedings{mui-mci-bec-icaps12,
  series = {The 22nd International Conference on Automated Planning and Scheduling},
  year = {2012},
  title = {Improved Non-deterministic Planning by Exploiting State Relevance},
  booktitle = {Proceedings of the 22nd International Conference on Automated Planning and Scheduling},
  author = {Christian {Muise} and Sheila A. {McIlraith} and J. Christopher {Beck}},
  url = {mui-mci-bec-icaps12.pdf}
}



@inproceedings{jum-hsu-mci-cai12,
  author    = {Farah Juma and
               Eric I. Hsu and
               Sheila A. McIlraith},
  title     = {Preference-Based Planning via MaxSAT},
  booktitle = {Proceedings of the Canadian Conference on Artificial Intelligence},
  year      = {2012},
  pages     = {109-120},
  url = {jum-hsu-mci-cai12.pdf},
  keywords = {planning, preferences}
}



@inproceedings{mui-mci-bec-hsu-cai12,
  author    = {Christian J. Muise and
               Sheila A. McIlraith and
               J. Christopher Beck and
               Eric I. Hsu},
  title     = {Dsharp: Fast d-DNNF Compilation with sharpSAT},
  booktitle = {Proceedings of the Canadian Conference on Artificial Intelligence},
  year      = {2012},
  pages     = {356-361},
  url = {mui-mci-bec-hsu-cai12.pdf}
}





@inproceedings{mui-mci-bec-icaps12b,
  author    = {Christian J. Muise and
               Sheila A. McIlraith and
               J. Christopher Beck},
  title     = {Optimally Relaxing Partial-Order Plans with MaxSAT},
  booktitle = {ICAPS},
  year      = {2012},
  url        = {mui-mci-bec-icaps12b.pdf}
}



@proceedings{bre-eit-mci-kr12,
  editor    = {Gerhard Brewka and
               Thomas Eiter and
               Sheila A. McIlraith},
  title     = {Principles of Knowledge Representation and Reasoning: Proceedings
               of the Thirteenth International Conference, KR 2012, Rome,
               Italy, June 10-14, 2012},
  booktitle = {KR},
  publisher = {AAAI Press},
  year      = {2012},
  isbn      = {978-1-57735-560-1}
}






@inproceedings{soh-bai-mci-aaai11,
  title = { Preferred Explanations: Theory and Generation via Planning.},
  url = {soh-bai-mci-aaai11.pdf},
  booktitle = {Proceedings of the 25th Conference on Artificial Intelligence (AAAI)},
  author = {Shirin Sohrabi and Jorge A. Baier and Sheila A. McIlraith},
  month = {August},
  year = {2011},
  pages = {261-267},
  address = {San Francisco, USA}
}



@article{liaskos-etal-rej11,
  volume = {16},
  publisher = {Springer London},
  author = {Sotirios Liaskos and Sheila A. McIlraith and Shirin Sohrabi and John Mylopoulos},
  keyword = {Computer Science},
  title = {Representing and reasoning about preferences in requirements engineering},
  url = {http://www.springerlink.com/content/t27624345512v390/},
  journal = {Requirements Engineering},
  year = {2011},
  issue = {3},
  pages = {227-249}
}

%url={liaskos-etal.pdf}



@inproceedings{jum-hsu-mci-coplas11,
  url = {jum-hsu-mci-coplas11.pdf},
  author = {Farah Juma and Eric I. Hsu and Sheila A. McIlraith},
  title = {Exploiting MaxSAT for Preference-Based Planning},
  booktitle = {Proceedings of the ICAPS-11 Workshop on Constraint Satisfaction Techniques for Planning and Scheduling Problems (COPLAS)},
  year = {2011},
  keywords = {planning, preferences}
}



@inproceedings{mui-etal-coplas11,
 url = {mui-etal-coplas11.pdf},
author = {Christian Muise and Sheila A. McIlraith and J. Christopher Beck}, 
  title = {Optimization of Partial-Order Plans via MAXSAT},
        booktitle = {Proceedings of the ICAPS-11 Workshop
 on Constraint Satisfaction Techniques for Planning and Scheduling
 Problems (COPLAS)},
 year = {2011}
}



@inproceedings{ros-mci-pal11,
 url = {ros-mci-pal11.pdf},
 author = {Tomas de la Rosa and Sheila A. McIlraith},
 title = {Learning Domain Control Knowledge for TLPlan and Beyond},
 booktitle = {Proceedings of the ICAPS-11 Workshop on
  Planning and Learning (PAL)},
  year = {2011}
}



@inproceedings{raz-far-mci-vvps11,
 url = {raz-etal-vvps11.pdf},
 author = {Niloofar Razavi and Azadeh Farzan and Sheila A. McIlraith},
 title = {Predicting Atomicity Violations in Concurrent Programs via Planning},
 booktitle = {Proceedings of the ICAPS-11 Workshop on
 Verification and Validation of Planning and Scheduling Systems (VVPS)}, 
  year = {2011}
}





@inproceedings{ mui-etal-ijcai11,
  title = {Monitoring the Execution of Partial-Order Plans via Regression},
  url = {mui-etal-ijcai11.pdf},
  booktitle = {Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI)},
  author = {Christian Muise and Sheila A. McIlraith and J. Christopher Beck},
  year = {2011},
  pages = {1975-1982}
}



@article{ bie-fri-mci-aij11,
  volume = {175},
  number = {7-8},
  title = {Specifying and Computing Preferred Plans},
  url = {bie-fri-mci-aij11.pdf},
  journal = {Artificial Intelligence},
  keywords = {Planning with preferences},
  pages = {1308-1345},
  author = {Meghyn Bienvenu and Christian Fritz and Sheila A. McIlraith},
  year = {2011},
  keywords = {planning, LTL, preferences}
}



@article{ mor-mci-aij11,
  month = {January},
  number = {1},
  title = {John McCarthy's Legacy},
  url = {http://dx.doi.org/10.1016/j.artint.2010.11.003},
  journal = {Artificial Intelligence},
  pages = {1-24},
  author = {Leora Morgenstern and Sheila A. McIlraith},
  year = {2011},
  volume = {175}
}




@inproceedings{ hsu-socs10,
  author    = {Eric I. Hsu and Sheila A. McIlraith},
  title     = {Computing Equivalent Transformations for Combinatorial
                  Optimization by Branch-and-Bound Search},
  booktitle = {Proceedings of Third Annual Symposium on Combinatorial
                  Search (SoCS '10), Stone Mountain, GA.},
  year      = {2010},
  url = {hsu-socs10.pdf}
}





@inproceedings{ mui-etal-wara10,
  title = {Fast d-DNNF Compilation with sharpSAT},
  url = {mui-etal-wara10.pdf},
  booktitle = {Proceedings of the AAAI-10 Workshop on Abstraction, 
Reformulation, and Approximation (WARA-10)},
  author = {Christian Muise and Sheila A. McIlraith and J. Christopher Beck and 
Eric I. Hsu},
  year = {2010},
  address = {Atlanta, GA, USA}
}



@inproceedings{ soh-mci-iswc10,
  author = {Shirin Sohrabi  and Sheila A. McIlraith},
  title = {Preference-based Web Service Composition: A Middle Ground Between Execution and Search},
  url = {soh-mci-iswc10.pdf},
  booktitle = {Proceedings of the 9th International Semantic Web Conference (ISWC-10)},
  address = {Shanghai, China},
  month = {November},
  year = {2010},
  pages = {713-729},
  keywords = {preferences, planning, web service composition}
}


@inproceedings{lia-etal-re10,
  author = {Sotirios Liaskos and Sheila A. McIlraith and Shirin Sohrabi  and John Mylopoulos },
  title = {Integrating Preferences into Goal Models for Requirements Engineering},
  url = {lia-etal-re10.pdf},
  booktitle = {Proceedings of the 10th International Requirements Engineering Conference (RE-10)},
  address = {Sydney, Australia},
  month = {September},
  year = {2010},
  keywords = {preferences, planning}
}



@inproceedings{ sohBaiMcIKR10,
  author = {Shirin Sohrabi and Jorge A. Baier and Sheila A. McIlraith},
  title = {Diagnosis as Planning Revisited},
  url = {soh-bai-mci-kr10.pdf},
  booktitle = {Proceedings of the 12th International Conference on the Principles of Knowledge Representation and Reasoning (KR)},
  address = {Toronto, Canada},
  month = {May},
  note = {An abridged version of this paper appears in International Workshop on Principles of Diagnosis (DX-10).},
  year = {2010},
  pages = {26-36}
}



@INPROCEEDINGS{cha-etal-fois10,
AUTHOR = {Vinay K. Chaudhri and Bert Bredeweg and Richard Fikes and 
Sheila A. McIlraith and Michael P. Wellman},
TITLE = {A Categorization of KR&R Methods for Requirement Analysis of a Query Answering Knowledge Base},
url = {cha-etal-fois10.pdf},
booktitle = {Proceedings of the 6th International Conference on Formal Ontology in Information Systems (FOIS'10)},
PAGES = {158-171},
YEAR = {2010}  }




@inproceedings{lia-mci-myl-ase09,
  author    = {Sotirios Liaskos and
               Sheila A. McIlraith and
               John Mylopoulos},
  title     = {Towards Augmenting Requirements Models with Preferences},
  url       = {lia-mci-myl-ase09.pdf},
  booktitle = {ASE},
  year      = {2009},
  pages     = {565-569}
}





@inproceedings{wan-bai-mci-icaps09,
  url = {wan-bai-mci-icaps09.pdf},
        author = {Letao Wang and Jorge Baier and Sheila A. McIlraith},
        title = {Viewing Landmarks as Temporally Extended Goals},
        booktitle = {Proceedings of the ICAPS09 Workshop on Heuristics for Domain Independent Planning},
        year = 2009
}




@inproceedings{alb-bai-mci-icaps09,
  url = {alb-bai-mci-icaps09.pdf},
        author = {Aws Albarghouthi and Jorge Baier and Sheila A. McIlraith},
        title = {On the Use of Planning Technology for Verification},
        booktitle = {Proceedings of the ICAPS09 Workshop on Heuristics for Domain Independent Planning},
        year = 2009
}






@inproceedings{hsu-mci-sat09,
  author    = {Eric I. Hsu and
               Sheila A. McIlraith},
  url       = {hsu-mci-sat09.pdf},
  title     = {VARSAT: Integrating Novel Probabilistic Inference Techniques
               with DPLL Search},
  booktitle = {Proceedings of the 12th International Conference 
   on Theory and Applications of Satisfiability Testing (SAT09)},
  year      = {2009},
  pages     = {377-390}
}



@incollection{bai-fri-mci-lev11,
  author = {Jorge Baier and Christian Fritz and Sheila A. McIlraith},
  url = {bai-fri-mci-levbook11.pdf},
  title = {Golog-Style Search Control for Planning},
  booktitle = {Knowing, Reasoning, and Action, Essays in Honour of Hector J. Levesque},
  editor = {Gerhard Lakemeyer and Sheila A. McIlraith},
  pages = {47-66},
 publisher = {College Publications},
  year = {2011},
}






@incollection{soh-pro-mci-jm09,
  author = {Shirin Sohrabi and Nataliya Prokoshyna and Sheila A. McIlraith},
  url = {soh-pro-mci-jm09.pdf},
  title = {Web Service Composition via the Customization of Golog Programs with User Preferences},
  booktitle = {Conceptual Modeling: Foundations and Applications: Essays in Honor of John Mylopoulos},
  editor = {Alexander T. Borgida and Vinay K. Chaudhri and Paolo Giorgini and Eric S. Yu},
  pages = {319-334},
 publisher = {Springer-Verlag},
  year = {2009},
  keywords = {preferences, web service composition}
}





@inproceedings{soh-mci-iswc09,
  author = {Shirin Sohrabi and Sheila A. McIlraith},
  url = {soh-mci-iswc09.pdf},
  booktitle = {Proceedings of the 8th International Semantic Web Conference (ISWC09)},
  title = {Optimizing Web Service Composition while Enforcing Regulations},
  year = {2009},
  pages = {601-617}
}






@inproceedings{ fri-mci-uai09,
  author = {Christian Fritz and Sheila A. McIlraith},
  url = {fri-mci-uai09.pdf},
  booktitle = {Proceedings of The 25th Conference on Uncertainty in Artificial Intelligence (UAI), Montreal, Canada, June 18-21},
  title = {Generating Optimal Plans in Highly-Dynamic Domains},
  year = {2009}
}




@inproceedings{ fri-mci-icaps09,
  author = {Christian Fritz and Sheila McIlraith},
  url = {fri-mci-icaps09.pdf},
  booktitle = {Proceedings of the 19th International Conference on Automated Planning and Scheduling (ICAPS), September 19-23, 2009, Thessaloniki, Greece},
  title = {Computing Robust Plans in Continuous Domains},
  year = {2009},
  pages = {346-349}
}




@inproceedings{ mui-etal-icaps09,
  author = {Christian Muise and Sheila McIlraith and Jorge A. Baier and Michael Reimer},
  title = {Exploiting N-gram Analysis to Predict Operator Sequences},
  url = {mui-etal-icaps09.pdf},
  booktitle = {19th International Conference on Automated Planning and Scheduling (ICAPS09)},
  address = {Thessaloniki, Greece},
  year = {2009},
  note = {A version of this paper also appeared in the ICAPS09 Workshop on 
 Learning in Planning.}

}




@inproceedings{ soh-bai-mci-ijcai09,
  title = {HTN Planning with Preferences},
  url = {soh-bai-mci-ijcai09.pdf},
  booktitle = {Twenty-First International Joint Conference on Artificial Intelligence (IJCAI)},
  author = {Shirin Sohrabi and Jorge Baier and Sheila A. McIlraith},
  year = {2009},
  pages = {1790-1797},
  address = {Pasadena, California},
  keywords = {planning, preferences}
}



@article{ bai-bac-mci-aij09,
  author = {Jorge A. Baier and Fahiem Bacchus and Sheila A. McIlraith},
  url = {bai-bac-mci-aij09.pdf},
  journal = {Artificial Intelligence},
  title = {A Heuristic Search Approach to Planning with Temporally Extended Preferences},
  number = {5-6},
  volume = {173},
  year = {2009},
  pages = {593-618},
  keywords = {LTL, planning, preferences}
}



@article{ bai-mci-aim08,
  author = {Jorge A. Baier and Sheila A. McIlraith},
  url = {bai-mci-aim08.pdf},
  journal = {AI Magazine},
  title = {Planning with Preferences},
  number = {4},
  volume = {29},
  year = {2008},
  pages = {25-36},
  keywords = {planning, preferences}
}



@Article{ gru-hul-mci-ieee08,
  author =       {Gruninger, M. and Hull, R. and McIlraith, S.},
  title =        {A Short Overview of FLOWS:  A First-Order Logic Ontology
          of Web Services},
  journal =      {IEEE Data Engineering Bulletin.},
  year =         {2008},
  volume =       {31},
  number =       {3},
  pages =        {3-7},
  url = {ieee08.pdf}
}



@Article{wan-etal-aij08.bib,
   author =      {Wang, Y. and McIlraith, S. and Yu, Y. and Mylopoulos, J.},
   title =       {Monitoring and Diagnosing Software Requirements},
   journal =     {Journal of Automated Software Engineering},
   year =        {2009},
 volume = {16},
 number = {1},
 year = {2009},
 issn = {3-35},
 publisher = {Springer Netherlands},
 url = {wan-etal-ase08.pdf}
}




@InProceedings{ KR06BienvenuM.pdf_200603101347,
   AUTHOR={Bienvenu, M. and Fritz, C. and McIlraith, S.},
   TITLE={Planning with Qualitative Temporal Preferences},
   BOOKTITLE={Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)},
   ADDRESS={Lake District, UK},
   MONTH={June},
   YEAR={2006},
   URL={200603101347_KR06BienvenuM.pdf},
   pages = {134-144},
   keywords = {planning, preferences}
}



@InProceedings{ 200603061828_KR0603FritzC.pdf_200604231150,
  url = {200604231150_200603061828_KR0603FritzC.pdf.pdf},
  AUTHOR={Fritz, C. and McIlraith, S.},
  TITLE={Decision-Theoretic GOLOG with Qualitative Preferences},
  BOOKTITLE={Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)},
  ADDRESS={Lake District, UK},
  MONTH={June},
  YEAR={2006},
  pages     = {153-163},
  URL={200604231150_200603061828_KR0603FritzC.pdf}
}
 
 



@InProceedings{ fri-mci-dx07.pdf_200705141423,
  url = {200705141423_fri-mci-dx07.pdf.pdf},
 AUTHOR={Christian Fritz and Sheila McIlraith},
 TITLE={Monitoring Plan Optimality during Execution: Theory and Implementation},
 BOOKTITLE={Proceedings of the 18th International Workshop on Principles of Diagnosis (DX-07)},				 
 YEAR={2007},
 address={Nashville, TN, USA},
 month={May 29-31},
 pages={298-305},
 URL={200705141423_fri-mci-dx07.pdf}
}
 



@InProceedings{ aaai00,
  url = {aaai00.pdf},
  author = 	 {McIlraith, S. and Scherl, R.},
  title = 	 {What Sensing Tells Us: Towards a Formal Theory of Testing for Dynamical Systems},
  booktitle =	 {Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI'2000)},
  pages =	 {483-490},
  year =	 {2000},
  month = 	 {July 30 - August 3},
  address = {Austin, Texas, USA}
}
 



@InProceedings{aaai97,
  url = {aaai97.pdf},
  author = 	 {McIlraith, S. },
  title = 	 {Representing Actions and State Constraints in Model-Based Diagnosis},
  booktitle  = 	 {Proceedings Fourteenth National Conference on Artificial Intelligence (AAAI'97)},
  year = 	 {1997},
  month = 	 {July 27-31},
  pages     = {43-49},
  address = {Providence, Rhode Island, USA}
}




@TechReport{abduction,
  url = {abduction.pdf},
  author = 	 {McIlraith, S.  },
  title = 	 {Logic-Based Abductive Inference},
  institution =  {Knowledge Systems Laboratory, Stanford University},
  year = 	 {1998},
  month = 	 {July},
  number = 	 {KSL-98-19}
}



@InProceedings{adaptivecontrol97,
  url = {adaptivecontrol97.pdf},
  author = 	 {Carlson, B. and Fromherz, M. and Gupta, V. and Hogg, T. and McIlraith, S.},
  title = 	 {Towards Model-Based Adaptive Control of Systems with Smart Matter},
  booktitle = 	 {Working Notes of AAAI 1997 Fall Symposium on Model-Directed Autonomous Systems},
  year = 	 {1997},
  month = 	 {November 8-10},
  pages = {9-11},
  address = {Massachsetts Institute of Technology, Cambridge, Massachusetts, USA}
}




@Article{ramification,
  url = {aij2000.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Integrating Actions and State Constraints: A Closed-Form 
                  Solution to the Ramification Problem (Sometimes)},
  journal = 	 {Artificial Intelligence},
  year = 	 {2000},
  volume = 	 {116},
  number = 	 {1-2},
  pages = 	 {87-121},
  month = 	 {January}
}




@Article{ami-mci-aij01,
  url = {ami-mci-aij01.pdf},
   author = 	 {Amir, E. and McIlraith, S.},
   title = 	 {Partition-Based Logical Reasoning for First-Order and 
                   Propositional Theories},
   journal = 	 {Artificial Intelligence},
   year = 	 {2005},
 volume = {162},
 number = {1-2},
 year = {2005},
 issn = {0004-3702},
 pages = {49-88},
 publisher = {Elsevier Science Publishers Ltd.},
 address = {Essex, UK}
 }
 



@InProceedings{sat01,
  url = {ami-mci-sat01b.pdf},
  author = 	 {Amir, E. and McIlraith, S.},
  title = 	 {Theorem Proving with Structured Theories (Preliminary Report)},
  booktitle = 	 {Proceedings of LICS 2001 Workshop on Theory and Applications of Satisfiability Testing (SAT 2001)},
  year = 	 {2001},
  month = 	 {June 14-15},
  address = {Boston, Massachusetts, USA},
  editor = {Henry Kautz and Bart Selman},
  series = {Electronics Notes in Discrete Mathematics},
  publisher = {Elsevier Publishing}
}



@InProceedings{aps01,
  url = {aps01.pdf},
  author = 	 {Son, T. and Baral, C. and McIlraith, S.},
  title = 	 {Extending Answer Set Planning with Sequence, Conditional, Loop, Non-Deterministic Choice, and Procedure Constructs},
  booktitle  = 	 {Proceedings of the AAAI Spring Symposium on Answer Set Programming:  Towards Efficient and Scalable Knowledge
                  Representation and Reasoning},
  year = 	 {2001},
  month = 	 {March 26-28},
  pages = {202-209},
  address = {Stanford, ca, USA} 
}




@InProceedings{ bai-bac-mci-ijcai07,
  url = {bai-bac-mci-ijcai07.pdf},
  author = {Baier, J. and Bacchus, F. and McIlraith, S.},
  title = {A Heuristic Search Approach to Planning with Temporally Extended Preferences},
  booktitle = {Proceedings of the Twentieth International Joint 
Conference on Artificial Intelligence (IJCAI)},
  year = 2007,
  pages = {1808-1815},
  address = {Hyderabad, India},
  month   = {January}
}



@InProceedings{ bai-etal-ipc5+wkshp,
  url = {bai-etal-ipc5_wkshp.pdf},
        author = {Baier, J. and Hussell, J. and Bacchus, F. and McIlraith, S.},
        title = {Planning with Temporally Extended Preferences by Heuristic Search},
        booktitle = {Proceedings of the ICAPS06 Workshop on Planning with Preferences},
        year = 2006,
        address = {Lake District, UK},
        month   = {June},
        pages = {7-10},
        note    = {A version of this paper also appeared in the Fifth International Planning Competition (IPC-5) Booklet.}
}




@InProceedings{ bai-fri-bie-mci-aaai08nectar,
  url = {bai-fri-bie-mci-aaai08nectar.pdf},
  author = 	 {Jorge A. Baier and Christian Fritz and Meghyn Bienvenu and Sheila McIlraith},
  title = 	 {Beyond Classical Planning: Procedural Control Knowledge and Preferences in State-of-the-Art Planners},
  booktitle =	 {Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI), Nectar Track},
  year =	 2008,
  address =	 {Chicago, Illinois, USA},
  month =	 {July 13-17},
  pages =	 {1509-1512},
  keywords = {planning, LTL, preferences}
}




@InProceedings{ bai-fri-mci-icaps07,
  url = {bai-fri-mci-icaps07.pdf},
  author = 	 {Jorge A. Baier and Christian Fritz and Sheila A. McIlraith},
  title = 	 {Exploiting Procedural Domain Control Knowledge in State-of-the-Art Planners},
  booktitle = {Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling (ICAPS-07)},
  year = 	 2007,
  pages =       {144-151},
  address = 	 {Providence, Rhode Island},
  month = 	 {September 22 - 26},
  keywords = {planning, automata}
}




@InProceedings{bai-mci-aaai06,
  url = {bai-mci-aaai06.pdf},
  author = {Baier, J. and McIlraith, S.},
  title = {Planning with First-Order Temporally Extended Goals Using Heuristic Search},
  booktitle = {Proceedings of the 21st National Conference on Artificial Intelligence (AAAI06)},
  address = {Boston, MA},
  month   = {July},
  pages = {788-795},
  year = 2006,
  keywords = {LTL, planning}
}



@InProceedings{ bai-mci-icaps06,
  url = {bai-mci-icaps06.pdf},
  author = {Baier, J. and McIlraith, S.},
  title = {Planning with Temporally Extended Goals Using Heuristic Search},
  booktitle = {Proceedings of the 16th International Conference on Automated Planning and Scheduling (ICAPS06)},
  year = 2006,
  address = {Lake District, UK},
  pages = {342-345},
  month   = {June},
  keywords = {planning, LTL}
}




@InProceedings{bai-mci-kr06,
  url = {bai-mci-kr06.pdf},
  author = {Baier, J. and McIlraith, S.},
  title = {On Planning with Programs that Sense},
  booktitle = {Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)},
  address = {Lake District, UK},
  month = {June},
  pages = {492-502},
  year = 2006
}



@InProceedings{bai-mci-nrac05,
  url = {bai-mci-nrac05.pdf},
  author = {Baier, J. and McIlraith, S.},
  title = {Planning with Programs that Sense},
  booktitle = {Proceedings of the 6th International Workshop on
Nonmonotonic Reasoning, Action and Change (NRAC-05)},
  year = 2005,
  pages = {7-14},
  note = {An expanded version of this work appeared in KR-06.}
}



@InProceedings{bai-mci-nrac07,
  url = {bai-mci-nrac07.pdf},
  author = {Jorge A. Baier and Sheila McIlraith},
  title = {On Domain-Independent Heuristics for Planning with Qualitative Preferences},
  booktitle = {Proceedings of the 7th IJCAI International Workshop on
Nonmonotonic Reasoning, Action and Change (NRAC-07)},
  month={January},
  year = 2007,
  address={Hyderabad, India},
  note={A summarized version of this paper appears at the <a href="http://www.ucl.ac.uk/commonsense07/">8th International Symposium on Logical Formalizations of Commonsense Reasoning.</a>. These are the <a href="http://www.cs.toronto.edu/~jabaier/publications/papers/nrac07_talk.pdf">NRAC-07 talk slides</a>.}
}



@InProceedings{bie-mci-cs05,
  url = {bie-mci-cs05.pdf},
  author = 	 {Bienvenu, M. and McIlraith, S.},
  title = 	 {Specifying and Generating Preferred Plans},
  booktitle =   {Seventh International Symposium on Logical Formalizations 
                  of Commonsense Reasoning},
  year = 	 {2005},
  month = 	 {May 22-24},
  pages = {25-31},
  address = {Corfu, Greece}
}





@InProceedings{bin-mci-aipref07,
  url = {bin-mci-aipref07.pdf},
 AUTHOR={Arnold Binas and Sheila A. McIlraith},
 TITLE={Exploiting Prefereces over Information Sources to Efficiently Resolve
Inconsistencies in Peer-to-peer Query Answering},
 BOOKTITLE={Proceedings of the 2007 AAAI Workshop on Preference Handling
for Artificial Intelligence},
 YEAR={2007},
 address={AAAI Technical Report WS-07-10},
 pages={15-22},
 URL={bin-mci-aipref07.pdf}
}




@Article{cho-iwa-mci-aij05,
  url = {cho-iwa-mci-aij05.pdf},
  author = 	 {Choueiry, B. and Iwasaki, Y. and McIlraith, S.},
  title = 	 {Towards a Practical Theory of Reformulation for Reasoning
                  about Physical Systems},
  journal = 	 {Artificial Intelligence},
  year = 	 {2005},
  volume = 	 {162},
  number = 	 {1-2},
  pages = 	 {145-204},
  month = 	 {February}
}




@Incollection{computability,
  url = {computability.pdf},
  author = 	 {Pitassi, T. and McIlraith, S. and Brecht, T.},
  booktitle = 	 {Wiley Encyclopedia of Electrical and Electronics Engineering},
  title = 	 {Computability},
  publisher = 	 {Wiley Publishing},
  year = 	 {1999},
  editor = {John G. Webster},
  pages = {612-618},
  volume = 	 {3}
}

 



@InProceedings{cs01,
  url = {cs01.pdf},
  author = 	 {McIlraith, S. and Son, T.},
  title = 	 {Adapting Golog for Programming the Semantic Web},
  booktitle = 	 {Proceedings of the Fifth Symposium on Logical Formalizations of Commonsense Reasoning (Common Sense 2001)},
  year = 	 {2001},
  month = 	 {May 20-22},
  pages = {195-202},
  address =  {New York, NY, USA}
}




@inproceedings{damls,
	url = {daml-s.pdf},
  author    = {Anupriya Ankolekar and
               Mark H. Burstein and
               Jerry R. Hobbs and
               Ora Lassila and
               David L. Martin and
               Sheila A. McIlraith and
               Srini Narayanan and
               Massimo Paolucci and
               Terry R. Payne and
               Katia P. Sycara and
               Honglei Zeng},
  title     = {{DAML-S:} Semantic Markup for Web Services},
  booktitle = {Proceedings of SWWS'01, The first Semantic Web Working Symposium,
               Stanford University, California, USA, July 30 - August 1, 2001},
  pages     = {411-430},
  year      = {2001}
}



@InProceedings{damls-iswc02,
  url = {damls-iswc02.pdf},
  author = 	 {DAML Services Coalition (alphabetically A. Ankolekar, M. Burstein, J. Hobbs, O. Lassila, D. Martin, 
                  D. McDermott, S. McIlraith, S. Narayanan, M. Paolucci, T. Payne, K. Sycara)},
  title = 	 {DAML-S: Web Service Description for the Semantic Web},
  booktitle = 	 {Proceedings of the International Semantic Web Conference (ISWC)},
  year = 	 {2002},
  month = 	 {July 9-12},
  address = {Sardinia, Italy},
  pages     = {348-363}

}




@Article{diagnosis-amai94,
  url = {diagnosis-amai94.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Further Contributions to Characterizing Diagnosis},
  journal = 	 {Annals of Mathematics and Artificial Intelligence},
  year = 	 {1994},
  volume = 	 {11},
  number = 	 {1-4},
  pages = 	 {137-167}
}




@InProceedings{dx00,
  url = {dx00.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Diagnosing Hybrid Systems:  A Bayesian Model Selection Approach},
  booktitle = 	 {Proceedings of the Eleventh International Workshop on Principles of Diagnosis (DX'00)},
  year = 	 {2000},
  pages = {140-146},
  month = 	 {June}

}




@InProceedings{dx91,
  url = {dx91.pdf},
  author = 	 {McIlraith, S. and Reiter, R.},
  title = 	 {On Experiments for Hypothetical Reasoning},
  booktitle = 	 {Proceedings of the Second International Workshop on Principles of Diagnosis (DX'91)},
  year = 	 {1991},
  month = 	 {October},
  pages = {143-152},
  address = {Milan, Italy}
}




@InProceedings{dx92,
  url = {dx92.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Diagnosis as Refutation},
  booktitle = 	 {Proceedings of the Third International Workshop on Principles of Diagnosis},
  year = 	 {1992},
  month = 	 {October},
  pages = {232-244},
  address = {San Juan Islands, WA, USA}
}




@InProceedings{dx93,
  url = {dx93.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Generating Tests using Abduction},
  booktitle =  {Proceedings of the Fourth International Workshop on Principles of Diagnosis (DX'93)},
  year = 	 {1993},
  month = 	 {September},
  pages = {223-235},
  address = {Aberystwyth, Wales, UK}
}




@InProceedings{dx94,
  url = {dx94.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Towards a Theory of Diagnosis, Testing and Repair},
  booktitle = 	 {Proceedings of the Fifth International Workshop on Principles of Diagnosis},
  year = 	 {1994},
  month = 	 {October},
  pages = {185-192},
  address = {New Paltz, NY, USA}
}



@InProceedings{dx96,
  url = {dx96.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {SD + Actions: New Representation Problems for Model-Based Diagnosis},
  booktitle = 	 {Proceedings of the Seventh International Workshop on Principles of Diagnosis},
  year = 	 {1996},
  month = 	 {October},
  pages = {157-166},
  address = {Val Morin, Canada}
}




@InProceedings{dx97,
  url = {dx97.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Explanatory Diagnosis: Conjecturing Actions to Explain Observations},
  booktitle = 	 {Proceedings of the Eighth International Workshop on Principles of Diagnosis (DX'97)},
  year = 	 {1997},
  pages = {69-78},
  month = 	 {September}
}




@InProceedings{dx98,
  url = {dx98.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Towards Exploiting Generic Procedures in Model-Based Reasoning [Poster]},
  booktitle = 	 {Proceedings of the Ninth International Workshop on Principles of Diagnosis (DX'98)},
  year = 	 {1998},
  month = 	 {May 24-27},
  pages = {217-224},
  address = {Sea Crest Resort, Cape Cod, Massachusetts, USA}
}




@InProceedings{hybrid-dx99,
  url = {dx99HS.pdf},
  author = 	 {McIlraith, S. and Biswas, G. and Clancy, D. and Gupta, V.},
  title = 	 {Towards Diagnosing Hybrid Systems},
  booktitle = 	 {Proceedings of the Tenth International Workshop on Principles of Diagnosis (DX'99)},
  year = 	 {1999},
  month = 	 {June 8-11},
  pages = {193-202},
  address = {Loch Awe Hotel, Scotland, UK}
}




@InProceedings{golog-dx99,
  url = {dx99MBP.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Model-Based Programming using Golog and the Situation Calculus},
  booktitle = 	 {Proceedings of the Tenth International Workshop on Principles of Diagnosis (DX'99)},
  year = 	 {1999},
  month = 	 {June 8-11},
  pages = {184-192},
  address = {Loch Awe Hotel, Scotland, UK}
}



@inproceedings{ bin-mci-kr08,
   author = {Arnold Binas and Sheila McIlraith},
   title = {Peer-to-peer Query Answering with Inconsistent Knowledge},
   url = {bin-mci-kr08.pdf},
   booktitle = {Proceedings on the 11th International Conference on Principles of Knowledge Representation and Reasoning},
    address = {Sydney, Australia},
    month = {September 16-19},
    pages = {329-339},
    year = {2008}
}




@inproceedings{ fri-bai-mci-kr08,
  author = {Christian Fritz and Jorge A. Baier and Sheila A. McIlraith},
  title = {ConGolog, Sin Trans: Compiling ConGolog into Basic Action Theories for Planning and Beyond},
  url = {fri-bai-mci-kr08.pdf},
  booktitle = {Proceedings on the 11th International Conference on Principles of Knowledge Representation and Reasoning},
 address = {Sydney, Australia},
 month = {September 16-19},
 note = {Technical Report CSRG-576, containing the proofs of the theorems and a more detailed description of the compilation, can be found <a href="ftp://ftp.cs.toronto.edu/csrg-technical-reports/576/fri-bai-mci-kr08-techreport.pdf">here</a>.},
  year = {2008},
 pages = {600-610}
}



@inproceedings{ fri-mci-icaps08,
  author = {Christian Fritz and Sheila A. McIlraith},
  title = {Planning in the Face of Frequent Exogenous Events},
  url = {fri-mci-icaps08.pdf},
  booktitle = {Online Poster Proceedings of the 18th International Conference on Automated Planning and Scheduling (ICAPS)},
 address = {Sydney, Australia},
  month = {September 14-18},
  note = {Also appeared in <i>Proceedings of The 1st International Symposium on Search Techniques in Artificial Intelligence and Robotics (at AAAI08)</i>, July 13-14, Chicago, IL, USA.},
  year = {2008}
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% Above citation subsumes this one
%
% Sheila: This is ChristianF writing. I had to modify this by removing the "@". As BibBase v3 had problems with it. I hope you don't mind. Technically speaking "%" doesn't work like a comment in bibtex. (cf 2013-07-14)
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%  InProceedings{ fri-mci-aaai08ws,
%  url = {fri-mci-aaai08ws.pdf},
%  author = 	 {Christian Fritz and Sheila A. McIlraith},
%  title = 	 {Planning in the Face of Frequent Exogenous Events},
%  booktitle = {Proceedings of the 1st International Symposium on Search Techniques in Artificial Intelligence and Robotics (at AAAI08)},
%  year =	 2008,
%  month = {July 13--14},
%  address = {Chicago, IL, USA}
%}




@InProceedings{ fri-mci-icaps07,
  url = {fri-mci-icaps07.pdf},
  author = 	 {Christian Fritz and Sheila A. McIlraith},
  title = 	 {Monitoring Plan Optimality During Execution},
  booktitle = {Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling (ICAPS)},
  year = 	 2007,
  address = 	 {Providence, Rhode Island, USA},
  month = 	 {September 22 - 26}
}




@InProceedings{fri-mci-icaps07ws,
  url = {fri-mci-icaps07ws.pdf},
  author = 	 {Christian Fritz and Sheila A. McIlraith},
  title = 	 {Monitoring Policy Execution},
  booktitle =	 {Proceedings of the 3rd Workshop on Planning and Plan Execution for Real-World Systems},
  year =	 2007,
  address =	 {Providence, Rhode Island, USA},
  month =	 {September 22},
  note =	 {(at ICAPS07)}
}






@InProceedings{fri-mci-nrac05,
  url = {fri-mci-nrac05.pdf},
  AUTHOR={Fritz, C. and McIlraith, S.},
  TITLE={Compiling Qualitative Preferences into Decision-Theoretic GOLOG},
  booktitle = {Proceedings of the 6th International Workshop on
                Nonmonotonic Reasoning, Action and Change (NRAC-05)},
  YEAR={2005},
  pages = {45-52},
  NOTE={An expanded version of this work appeared at KR-06.}
}



@InProceedings{hs00,
  url = {hs00.pdf},
  author = 	 {McIlraith, S. and Biswas, G. and Clancy, D. and Gupta, V.},
  title = 	 {Hybrid Systems Diagnosis},
  booktitle = 	 {Proceedings of The Third International Workshop on Hybrid Systems: Computation and Control (HSCC 2000)},
  series = 	 {Lecture Notes in Computer Science},
  year = 	 {2000},
  publisher = 	 {Springer-Verlag},
  pages     = {282-295},
  address = {Pittsburgh, PA, USA},
  month = {March 23-25}
}




@InProceedings{hsu-et-al-aaai07,
  url = {hsu-et-al-aaai07.pdf},
        author = {Hsu, E. and Kitching, M. and Bacchus, F. and McIlraith, S.},
        title = {Expectation Maximization to Find Likely Assignments for Solving CSP's},
        booktitle = {Proceedings of the 22nd Conference on Artificial Intelligence (AAAI07)},
        pages = {224--230},
        address = {Vancouver, BC},
        month   = {July},
        year = {2007},
        note={An earlier but longer version of this paper appeared at the <a href="http://www.isca-students.org/nescai07_the_second_north_east_student_colloquium_on_artificial_intelligence"> NESCAI07:  The 2nd North East Student Colloquium on Artificial Intelligence</a>.}
}



@InProceedings{ hsu-mci-sat06,
  url = {hsu-mci-sat06.pdf},
  author = 	 {Hsu, E. and McIlraith, S.},
  title = 	 {Characterizing Propagation Methods for Boolean Satisfiability},
  booktitle =	 {Proceedings of The Ninth International Conference on Theory and Applications of Satisfiability Testing (SAT'06)},
  year =	 {2006},
  pages     = {325-338},
  OPTaddress = 	 {Seattle, Washington, USA},
  OPTmonth = 	 {August 12 - 15}
}




@InProceedings{hsu-mui-bec-mci-aaai08ws,
  url = {hsu-mui-bec-mci-aaai08ws.pdf},
  author = 	 {Eric I. Hsu and Christian J. Muise and J. Christopher Beck and Sheila A. McIlraith},
  title = 	 {Applying Probabilistic Inference to Heuristic Search by
	       Estimating Variable Bias},
  booktitle = {Proceedings of the 1st International Symposium on Search Techniques in Artificial Intelligence and Robotics (at AAAI08)},
  year =	 2008,
  month = {July 13--14},
  address = {Chicago, IL, USA}
}




@InProceedings{hsu-mui-bec-mci-cp08,
  url = {hsu-mui-bec-mci-cp08.pdf},
  author = 	 {Eric I. Hsu and Christian J. Muise and J. Christopher Beck and Sheila A. McIlraith},
  title = 	 {Probabilistically Estimating Backbones and Variable Bias: Experimental Overview},
  booktitle =	 {Proceedings of The 14th International Conference on Principles and Practice of Constraint Programming},
  year =	 2008,
  address =	 {Sydney, Australia},
  month =	 {September 14--18},
  pages =        {613--617}
}



@inproceedings{hsu-mci-cp05,
  author    = {Eric I. Hsu and
               Sheila A. McIlraith},
  url       = {hsu-mci-cp05.pdf},
  title     = {Mechanism Design for Preference Aggregation over Coalitions (short paper)},
  booktitle = {Proceedings of the 11th International Conference on
    Principles and Practice of Constraint Programming (CP05)},
  year      = {2005},
  pages     = {852}
}




@InCollection{hybrid-aaaiss98,
  url = {hybrid-aaaiss99.pdf},
  author = 	 {McIlraith, S. and Biswas, G. and Clancy, D. and Gupta, V.},
  title = 	 {Towards Diagnosing Hybrid Systems},
  booktitle = 	 {Hybrid Systems and AI: Modeling, Analysis and Control of Discrete + Continuous Systems, AAAI 1999 Spring Symposium on Hybrid Systems and AI, AAAI Technical Report SS-99-05},
  year = 	 {1999},
  pages  = {128--135},
  month = 	 {March},
  address = {Stanford, CA, USA}
}




@Article{webserv-ieeeis01,
  url = {ieee01.pdf},
  author = 	 {McIlraith, S. and Son, T.C. and Zeng, H.},
  title = 	 {Semantic Web Services},
  journal = 	 {IEEE Intelligent Systems. Special Issue on the Semantic Web},
  year = 	 {2001},
  volume = 	 {16},
  number = 	 {2},
  pages = 	 {46-53},
  month = 	 {March/April}
}

 



@Article{semantics-ieeeis03,
  url = {ieee03.pdf},
  author = 	 {McIlraith, S. and Martin, D.},
  title = 	 {Bringing Semantics to Web Services},
  journal = 	 {IEEE Intelligent Systems},
  year = 	 {2003},
  volume = 	 {18},
  number = 	 {1},
  pages = 	 {90-93},
  month = 	 {January/February}
}




@InProceedings{ijcai01-final,
  url = {ijcai01-final.pdf},
  author = 	 {McIlraith, S. and Amir, E.},
  title = 	 {Theorem Proving with Structured Theories},
  booktitle = 	 {Proceedings of the Seventeenth International Conference on Artificial Intelligence (IJCAI)},
  year = 	 {2001},
  pages     = {624-634},
  month = 	 {August 4-10},
  address = {Seattle, Washington, USA}
}




@InProceedings{ijcai97,
  url = {ijcai97.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {A Closed-Form Solution to the Ramification Problem (Sometimes)},
  booktitle = 	 {Proceedings of the IJCAI'97 Workshop on Nonmonotonic Reasoning Action and Change},
  year = 	 {1997},
  month = 	 {August 24-25},
  pages = {103-126},
  address = {Nagoya, Aichi, Japan}
}




@InProceedings{iswc2003sam-djm-FINAL,
  url = {iswc2003sam-djm-FINAL.pdf},
  author = 	 {Mandell, D.J. and McIlraith, S.},
  title =        {Adapting BPEL4WS for the Semantic Web: The Bottom-Up 
                  Approach to Web Service Interoperation},
  booktitle = 	 {Second International Semantic Web Conference (ISWC2003)},
  year = 	 {2003},
  address = {Sanibel Island, FL, USA},
  pages     = {227-241},
  month = 	 {October 20-23}
}

 



@InProceedings{kr00dx,
  url = {kr00dx.pdf},
  author = 	 {Baral, C. and McIlraith, S. and Son, T. },
  title = 	 {Formulating Diagnostic Problem Solving Using an Action Language with Narratives and Sensing},
  booktitle = 	 {Proceedings of the Seventh International Conference on Principles of Knowledge Representation and Reasoning (KR'2000)},
  year = 	 {2000},
  pages     = {311-322},
  address = {Breckenridge, Colorado, USA},
  month = {April 12-15} 
}




@InProceedings{kr00part,
  url = {kr00part.pdf},
  author = 	 {Amir, E. and McIlraith, S.},
  title = 	 {Partition-Based Logical Reasoning},
  booktitle = 	 { Proceedings of the Seventh International Conference on Principles of Knowledge Representation and Reasoning (KR'2000)},
  year = 	 {2000},
  address = {Breckenridge, Colorado, USA},
  pages     = {389-400},
  month = {April 12-15}
}




@InProceedings{kr94,
  url = {kr94.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Generating Tests using Abduction},
  booktitle = 	 {Proceedings of the Fourth International Conference on Principles of Knowledge Representation and Reasoning (KR'94)},
  year = 	 {1994},
  pages     = {449-460},
  month = 	 {May 24-27},
  address = {Bonn, Germany}
}




@InProceedings{KR98,
  url = {KR98.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Explanatory Diagnosis: Conjecturing Actions to Explain Observations},
  booktitle = 	 {Proceedings of the Sixth International Conference on Principles of Knowledge Representation and Reasoning (KR'98)},
  year = 	 {1998},
  month = 	 {June 2-5},
  pages     = {167-179},
  address = {Trento, Italy}
}




@InProceedings{lpnmr01,
  url = {lpnmr01.pdf},
  author = 	 {Son, T.C. and Baral, C. and McIlraith, S.},
  title = 	 {Planning with Different Forms of Domain-Dependent Control Knowledge - An Answer Set Programming Approach},
  booktitle = 	 {Proceedings of the 6th International Conference on Logic Programming and Nonmonotonic Reasoning (LPNMR 2001)},
  year = 	 {2001},
  month = 	 {September 17-19},
  pages     = {226-239},
  address = {Vienna, Austria}
}

 


@Article{mar+wwwj06,
  url = {mar-wwwj06.pdf},
  author = 	 {Martin, D. and Burstein, M. and McDermott, D. and McIlraith, S. and
Paolucci, M. and Sycara, K. and McGuinness, D. and Sirin, E. and Srinivasan, N.},
  title = 	 {Bringing Semantics to Web Services with OWL-S},
  journal = 	 {World Wide Web Journal},
  volume = {10},
  number = {3},
  month = {September},
  year = {2007},
  publisher = {Springer},
  pages = {243--277},
  note =  {Special Issue:  Recent Advances in Web Services},
  editors = {J.P. Martin-Flatin and W. Lowe}
}





@InProceedings{mci-fad-nmr02f,
  url = {mci-fad-nmr02f.pdf},
  author = 	 {McIlraith, S. and Fadel, R.},
  title = 	 {Planning with Complex Actions},
  booktitle = 	 {Proceedings of the Ninth International Workshop on Non-Monotonic Reasoning (NMR2002)},
  year = 	 {2002},
  month = 	 {April 19-21},
  pages     = {356-364},
  address = {Toulouse, France}
}




@InProceedings{mci-son-kr02,
  url = {mci-son-kr02.pdf},
   author = 	 {McIlraith, S. and Son, T.},
   title = 	 {Adapting Golog for Composition of Semantic Web Services},
   booktitle = 	 {Proceedings of the Eighth International Conference on Knowledge Representation and Reasoning (KR2002)},
   year = 	 {2002},
  pages     = {482-493},
   month = 	 {April 22-25},
   address = {Toulouse, France}
 }
 



@InProceedings{mp-ijcai03,
  url = {mp-ijcai03.pdf},
  author = 	 {MacCartney, B. and McIlraith, S. and Amir, E. and Uribe, T.},
  title = 	 {Practical Partition-Based Theorem Proving for Large Knowledge Bases},
  booktitle =   {Proceedings of the Nineteenth International Conference on Artificial Intelligence (IJCAI)},
  year = 	 {2003},
  month = 	 {August 9-15},
  address = {Acapulco, Mexico},
  pages     = {89-98}
}




@InProceedings{nar-mci-www11,
  url = {nar-mci-www11.pdf},
  author = 	 {Narayanan, S. and McIlraith, S. },
  title = 	 {Simulation, Verification and Automated Composition of Web Services},
  booktitle = 	 {Proceedings of the Eleventh International World Wide Web Conference (WWW-11)},
  year = 	 {2002},
  month = 	 {May 7-11},
  pages     = {77-88},
  address = {Honolulu, Hawaii, USA}
}




@InProceedings{nasa00,
  url = {nasa00.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Modeling and Programming Devices and Web Agents},
  booktitle = 	 {Proceedings of the NASA Goddard Workshop on Formal Approaches to Agent-Based Systems (FAABS 2000)},
  series = 	 {Lecture Notes in Computer Science},
  publisher = 	 {Springer-Verlag},
  year = 	 {2000},
  pages     = {63-77},
  address = {Greenbelt, MD, USA},
  month = {April 5-7}
}




@InProceedings{owls-swswpc04,
  url = {owls-swswpc04.pdf},
  author = 	 {Martin, D. and Paolucci, M. and McIlraith, S. and Burstein, M. and 
                  McDermott, D. and McGuinness, D. and Parsia, B. and Payne, T. and Sabou, 
                  M. and Solanki, M. and Srinivasan, N. and Sycara, K.},
  title = 	 {Bringing Semantics to Web Services: The OWL-S Approach},
  booktitle =   {First International Workshop on Semantic Web Services and 
                  Web Process Composition (SWSWPC 2004)},
  address = {San Diego, CA, USA},
  note = {Revised Selected Papers},
  year = 	 {2004},
  pages     = {26-42},
  month = 	 {July 6-9}
}




@InProceedings{qr98,
  url = {qr98.pdf},
  author = 	 {Choueiry, B. and McIlraith, S. and Iwasaki, Y. and Loeser, T. and Neller, T. and Engelmore, B. and Fikes., R.},
  title = 	 {Preliminary Thoughts on a Practical Theory of Reformulation for Reasoning about Physical Systems},
  booktitle = 	 {Proceedings of the Twelfth International Workshop on Qualitative Reasoning (QR'98)},
  year = 	 {1998},
  month = 	 {May 26-29},
  pages = {21-31},
  address = {Cape Cod, Massachusetts, USA}
}




@incollection{Ray99,
  url = {Ray99.pdf},
  author = 	 {McIlraith, S.},
  editor = 	 {Levesque, H. and Pirri, F.},
  booktitle = 	 {Logical Foundations for Cognitive Agents:  Papers in Honour of Ray Reiter},
  title = 	 {Explanatory Diagnosis:  Conjecturing Actions to Explain Observations},
  publisher = 	 {Springer-Verlag},
  pages = {155-172},
  year = 	 {1999}
}




@incollection{readings,
  url = {readings.pdf},
  author = 	 {McIlraith, S. and Reiter, R.},
  editor = 	 {Hamschers, W., de Kleer, J. and Console, L.},
  booktitle = 	 {Readings in Model-Based Diagnosis},
  title = 	 {On Tests for Hypothetical Reasoning},
  publisher = 	 {Morgan Kaufmann},
  pages = {89-95},
  year = 	 {1992}
}








@incollection{recursion,
  url = {recursion.pdf},
  author = 	 {Brecht, T. and McIlraith, S. and Pitassi, T.},
  booktitle = 	 {Wiley Encyclopedia of Electrical and Electronics Engineering},
  title = 	 {Recursion},
  year = {1999},
  editor = {John G. Webster},
  publisher = 	 {Wiley Publishing},
  volume = {18},
  pages = {314-315}
}
 



@InProceedings{ san-mci-kr06,
  url = {san-mci-kr06.pdf},
  author = 	 {Sanner, S. and McIlraith, S.},
  title = 	 {An Ordered Theory Resolution Calculus for Hybrid Reasoning in First-Order Extensions of Description Logic},
        booktitle = {Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)},
        address = {Lake District, UK},
        month = {June},
  pages     = {100-111},
        year = 2006
}




@InProceedings{sara00,
  url = {sara00.pdf},
  author = 	 {Amir, E. and McIlraith, S.},
  title = 	 {Improving the Efficiency of Reasoning Through Structure-Based Reformulation},
  booktitle = 	 {Proceedings of the Forth International Symposium on Abstraction, Reformulation and Approximation (SARA'2000)},
  year = 	 {2000},
  month = 	 {July 26-29},
  series =	 {Lecture Notes in Artificial Intelligence},
  publisher =	 {Springer-Verlag},
  pages     = {247-259},
  address = {Horseshoe Bay, Texas, USA},
  
}




@InProceedings{sara98,
  url = {sara98.pdf},
  author = 	 {Choueiry, B. and McIlraith, S. and Iwasaki, Y. and Loeser, T. and Neller, T. and Engelmore, B. and Fikes., R.},
  title = 	 {Thoughts on a Practical Theory of Reformulation for Reasoning about Physical Systems},
  booktitle = 	 {Proceedings of the Symposium on Abstraction, Reformulation and Approximation (SARA-98)},
  year = 	 {1998},
  pages = {25-36},
  month = 	 {May}
}




@InProceedings{sat01ws,
  url = {sat01.pdf},
  author = 	 {Amir, E. and McIlraith, S.},
  title = 	 {Solving Satisfiability using Decomposition and the Most Constrained Subproblem (Preliminary Report)},
  booktitle = 	 {Proceedings of LICS 2001 Workshop on Theory and Applications of Satisfiability Testing (SAT 2001)},
  year = 	 {2001},
  month = 	 {June 14-15},
  address = {Boston, Massachusetts, USA},
  editor = {Henry Kautz and Bart Selman},
  series = {Electronics Notes in Discrete Mathematics},
  publisher = {Elsevier Publishing}
}



@InProceedings{semweb01,
  url = {semweb01.pdf},
  author = 	 {McIlraith, S. and Son, T. and Zeng, H.},
  title = 	 {Mobilizing the Web with DAML-Enabled Web Services},
  booktitle = 	 {The Second International Workshop on the Semantic Web (SemWeb'2001) at WWW-10},
  year = 	 {2001},
  month = 	 {May},  
}




@Article{semweb-ieeec-02,
  url = {semweb-ieeec-02.pdf},
  author = 	 {Bryson, J. and Martin, D. and McIlraith, S. and Stein, L.},
  title = 	 {Toward Behavioral Intelligence in the Semantic Web},
  journal = 	 {IEEE Computer, Special Issue on Web Intelligence},
  year = 	 {2002},
  volume = 	 {35},
  number = 	 {11},
  pages = 	 {48-55},
  month = 	 {November}
}




@InProceedings{soh-bai-mci-icaps08ws,
  url = {soh-bai-mci-icaps08ws.pdf},
  author = 	 {Sohrabi, S. and Baier, J. and McIlraith, S.},
  title = 	 {HTN Planning with Quantitative Preferences via Heuristic Search},
  booktitle =	 {Oversubscribed Planning and Scheduling Workshop (at ICAPS)},
  year =	 2008,
  address =	 {Sydney, Australia},
  month =	 {September}
}




@InProceedings{ soh-mci-aaai08ws,
  url = {soh-mci-aaai08ws.pdf},
  author = 	 {Shirin Sohrabi and Sheila McIlraith},
  title = 	 {On Planning with Preferences in HTN},
  booktitle =	 {Fourth Multidisciplinary Workshop on Advances in Preference Handling (MPref08) (at AAAI-08)},
  pages =	 {103--109},
  year =	 2008,
  address =	 {Chicago, IL, USA},
  month =	 {July},
  note = {A longer version of this paper appeared at NMR08.}
}




@InProceedings{ soh-mci-aaai08nmr,
  url = {soh-mci-nmr08.pdf},
  author = 	 {Shirin Sohrabi and Sheila McIlraith},
  title = 	 {On Planning with Preferences in HTN},
  booktitle =	 {Twelfth International Workshop on Non-Monotonic Reasoning (NMR08)},
  year =	 2008,
  address =	 {Sydney, Australia},
  month =	 {September},
  note = {A short version of this paper appeared at MPref08 at AAAI-08.}
}




@InProceedings{soh-pro-mci-iswc06,
  url = {soh-pro-mci-iswc06.pdf},
  author = 	 {Sohrabi, S. and Prokoshyna, N. and McIlraith, S.},
  title =        {Web Service Composition via Generic Procedures and Customizing
                  User Preferences},
  booktitle = 	 {Fifth International Semantic Web Conference (ISWC2006)},
  year = 	 {2006},
  month = 	 {November},
  pages =        {597-611},
  keywords = {preferences, web service composition}
}




@InProceedings{ss95,
  url = {ss95.pdf},
  author = 	 {McIlraith, S.},
  title = 	 {Incorporating Action into Diagnostic Problem Solving (An abridged report)},
  booktitle = 	 {Working Notes of the 1995 AAAI Spring Symposium on Extending Theories of Action: Formal Theory and Practical Applications},
  year = 	 {1995},
  pages = {139-144},
  month = 	 {March 27-29},
  address = {Stanford University, CA, USA}
}




@InProceedings{uai02,
  url = {uai02.pdf},
  author = 	 {Lerner, U. and Moses, B. and Scott, M. and McIlraith, S. and Koller, D.},
  title = 	 {Monitoring a Complex Physical System using a Hybrid Dynamic Bayes Net},
  booktitle = 	 {Proceedings of the Eighteenth Annual Conference 
                  on Uncertainty in Artificial Intelligence (UAI-2002)},
  year = 	 {2002},
  month = 	 {August 1-4},
  pages     = {301-310},
  address = {University of Alberta, Edmonton}
}




@InProceedings{ wan-mci-yu-myl-ase07,
  url = {wang-et-al-ase07.pdf},
        author = {Wang, Y. and McIlraith, S. and Yu, Y. and Mylopoulos, J.},
        title = {An Automated Approach for Monitoring and Diagnosing Requirements},
        booktitle = {Proceedings of the 22nd Conference on Automated Software Engineering (ASE'07)},
        address = {Atlanta, USA},
        month   = {November},
        year = {2007},
	note = {[Distinguished paper award]}
}





@Article{nar-mci-cn03,
  url = {nar-mci-cn03.pdf},
  author = 	 {Narayanan, S. and McIlraith, S.},
  title = 	 {Analysis and Simulation of Web Services},
  journal = 	 {Computer Networks},
  year = 	 {2003},
  volume = 	 {42},
  number    = {5},
  pages     = {675-693}
}




@InProceedings{www-ESSW03-workshop,
  url = {www-ESSW03-workshop.pdf},
  author = 	 {Mandell, D. and McIlraith, S.},
  title = 	 {A Bottom-Up Approach to Automating Web Service Discovery, Customization, and Semantic Translation},
  booktitle = 	 {Proceedings of the Twelfth International World Wide Web Conference, Workshop on E-Services and the Semantic Web (ESSW'03)},
  year =	 {2003},
  address = {Budapest}
}




@InProceedings{zen-mci-aimath06,
  url = {zen-mci-aimath06.pdf},
        author = {Zeng, H. and McIlraith, S.},
        title = {Experimental Results on the Satisfiable Core in Random 3SAT},
        booktitle = {Proceedings of the Ninth International Symposium on 
		Artificial Intelligence and Mathematics (AIMath06)},
        year = 2006
}

\">\n            <i class=\"fa fa-download fa-fw\"></i> Download BibTeX\n          </a>\n        </li>\n        <li>\n          <a href=\"//bibbase.org/rss?bib=https://www.cs.toronto.edu/~sheila/publications/list.bib\">\n            <i class=\"fa fa-rss fa-fw\"></i> RSS Feed\n          </a>\n          </li>\n      </ul>\n      </li>\n\n      \n\n\n      \n    </ul>\n\n\n    <div class=\"alert alert-success bibbase_msg\" id=\"bibbase_msg_embed\"\n         style=\"display: none;\">\n\n      Excellent! 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Conitzer, V.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Stone, P.\n</span>\n\n  \n\n</span>\n\n  <i>Communications of the ACM (CACM)</i>.  2024.\n  <span class=\"note\">To appear.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://downloads.regulations.gov/NIST-2023-0009-0010/attachment_1.pdf\"\n     onclick=\"log_download('horvitz-conitzer-mcilraith-stone-nowlaterandlastingtenprioritiesforairesearchpolicyandpractice-2024', 'https://downloads.regulations.gov/NIST-2023-0009-0010/attachment_1.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Now, Later, and Lasting: Ten Priorities for AI Research, Policy, and Practice [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/horvitz-conitzer-mcilraith-stone-nowlaterandlastingtenprioritiesforairesearchpolicyandpractice-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('horvitz-conitzer-mcilraith-stone-nowlaterandlastingtenprioritiesforairesearchpolicyandpractice-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{CACM24,\n    author = {Eric Horvitz and Vince Conitzer and Sheila McIlraith and Peter Stone},\n    title = {Now, Later, and Lasting: Ten Priorities for AI Research, Policy, and Practice},\n    journal = {Communications of the ACM (CACM)},\n    url = {https://downloads.regulations.gov/NIST-2023-0009-0010/attachment_1.pdf},\n    year = {2024},\n    note = {To appear.}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"horton-liu-mcilraith-coyne-wang-doembeddedethicsmoduleshaveimpactbeyondtheclassroom-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3626252.3630834\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'horton-liu-mcilraith-coyne-wang-doembeddedethicsmoduleshaveimpactbeyondtheclassroom-2024', 'https://doi.org/10.1145/3626252.3630834', event);\">\n    Do Embedded Ethics Modules Have Impact Beyond the Classroom?.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Horton, D.; Liu, D.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; Coyne, S.;  and Wang, N.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 55th ACM Technical Symposium on Computer Science Education (SIGCSE)</i>, pages 533-539,  2024. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3626252.3630834\"\n     onclick=\"log_download('horton-liu-mcilraith-coyne-wang-doembeddedethicsmoduleshaveimpactbeyondtheclassroom-2024', 'https://doi.org/10.1145/3626252.3630834', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Do Embedded Ethics Modules Have Impact Beyond the Classroom? [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/horton-liu-mcilraith-coyne-wang-doembeddedethicsmoduleshaveimpactbeyondtheclassroom-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('horton-liu-mcilraith-coyne-wang-doembeddedethicsmoduleshaveimpactbeyondtheclassroom-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigcse/HortonLMW24,\n  author       = {Diane Horton and\n                  David Liu and\n                  Sheila A. McIlraith and\n                  Steven Coyne and Nina Wang},\n  title        = {Do Embedded Ethics Modules\nHave Impact Beyond the Classroom?},\n  booktitle    = {Proceedings of the 55th {ACM} Technical Symposium on Computer Science\n                Education (SIGCSE)},\n  pages        = {533-539},\n  year         = {2024},\n  url = {https://doi.org/10.1145/3626252.3630834}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (15)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lifshitz-paster-chan-ba-mcilraith-steve1agenerativemodelfortexttobehaviorinminecraft-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2306.00937\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lifshitz-paster-chan-ba-mcilraith-steve1agenerativemodelfortexttobehaviorinminecraft-2023', 'https://arxiv.org/abs/2306.00937', event);\">\n    STEVE-1: A Generative Model for Text-to-Behavior in Minecraft.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lifshitz, S.; Paster, K.; Chan, H.; Ba, J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>37th Conference on Neural Information Processing Systems (NeurIPS)</i>,  2023. \n  <span class=\"note\">(Spotlight).</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2306.00937\"\n     onclick=\"log_download('lifshitz-paster-chan-ba-mcilraith-steve1agenerativemodelfortexttobehaviorinminecraft-2023', 'https://arxiv.org/abs/2306.00937', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"STEVE-1: A Generative Model for Text-to-Behavior in Minecraft [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lifshitz-paster-chan-ba-mcilraith-steve1agenerativemodelfortexttobehaviorinminecraft-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lifshitz-paster-chan-ba-mcilraith-steve1agenerativemodelfortexttobehaviorinminecraft-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{Steve1neurips23,\n    author    = {Shalev Lifshitz and Keiran Paster and Harris Chan and Jimmy Ba and Sheila McIlraith},\n    title     = {STEVE-1: A Generative Model for Text-to-Behavior in Minecraft},\n    booktitle = {37th Conference on Neural Information Processing Systems (NeurIPS)},\n    note      = {(Spotlight).},\n    url       ={https://arxiv.org/abs/2306.00937},\n    year      = {2023}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"toroicarte-klassen-valenzano-castro-waldie-mcilraith-learningrewardmachinesastudyinpartiallyobservablereinforcementlearning-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.sciencedirect.com/science/article/pii/S0004370223001352?via%3Dihub\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'toroicarte-klassen-valenzano-castro-waldie-mcilraith-learningrewardmachinesastudyinpartiallyobservablereinforcementlearning-2023', 'https://www.sciencedirect.com/science/article/pii/S0004370223001352?via%3Dihub', event);\">\n    Learning Reward Machines: A Study in Partially Observable Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Toro Icarte, R.; Klassen, T. Q.; Valenzano, R.; Castro, M. P.; Waldie, E.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence (AIJ)</i>, 323: 103989.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.sciencedirect.com/science/article/pii/S0004370223001352?via%3Dihub\"\n     onclick=\"log_download('toroicarte-klassen-valenzano-castro-waldie-mcilraith-learningrewardmachinesastudyinpartiallyobservablereinforcementlearning-2023', 'https://www.sciencedirect.com/science/article/pii/S0004370223001352?via%3Dihub', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Learning Reward Machines: A Study in Partially Observable Reinforcement Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroicarte-klassen-valenzano-castro-waldie-mcilraith-learningrewardmachinesastudyinpartiallyobservablereinforcementlearning-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroicarte-klassen-valenzano-castro-waldie-mcilraith-learningrewardmachinesastudyinpartiallyobservablereinforcementlearning-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ToroIcarteAIJ2023lrm,\n    author = {Rodrigo {Toro Icarte} and Toryn Q. Klassen and Richard Valenzano and Margarita P. Castro and Ethan Waldie and Sheila A. McIlraith},\n    title = {Learning Reward Machines: A Study in Partially Observable Reinforcement Learning},\n    journal = {Artificial Intelligence (AIJ)},\n    volume = {323},\n    pages = {103989},\n    url = {https://www.sciencedirect.com/science/article/pii/S0004370223001352?via%3Dihub},\n    year = {2023}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"maryammajedi-mcilraith-embeddedethicspandemicexposurenotificationsystemsandgivingethicaljustifications-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3631983\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'maryammajedi-mcilraith-embeddedethicspandemicexposurenotificationsystemsandgivingethicaljustifications-2023', 'https://doi.org/10.1145/3631983', event);\">\n    Embedded Ethics: Pandemic Exposure Notification Systems and Giving Ethical Justifications.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Maryam Majedi, E. M.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>ACM EngageCSEdu</i>,  2023. ACM\n  <span class=\"note\">4 pages</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3631983\"\n     onclick=\"log_download('maryammajedi-mcilraith-embeddedethicspandemicexposurenotificationsystemsandgivingethicaljustifications-2023', 'https://doi.org/10.1145/3631983', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Embedded Ethics: Pandemic Exposure Notification Systems and Giving Ethical Justifications [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/maryammajedi-mcilraith-embeddedethicspandemicexposurenotificationsystemsandgivingethicaljustifications-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('maryammajedi-mcilraith-embeddedethicspandemicexposurenotificationsystemsandgivingethicaljustifications-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{engage2,\n\tauthor = {Maryam Majedi, Emma McClure, Benjamin Wald, Diane Horton, and Sheila A. McIlraith},\n\ttitle = {Embedded Ethics: Pandemic Exposure Notification Systems and Giving Ethical Justifications},\n\tbooktitle = {ACM EngageCSEdu},\n       \tpublisher = {ACM},\n\tyear = {2023},\n\tnote = {4 pages},\n\turl = {https://doi.org/10.1145/3631983}\n\t}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"maryammajedi-mcilraith-embeddedethicspandemiccontacttracingandethicaltradeoffs-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3631982\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'maryammajedi-mcilraith-embeddedethicspandemiccontacttracingandethicaltradeoffs-2023', 'https://doi.org/10.1145/3631982', event);\">\n    Embedded Ethics: Pandemic Contact Tracing and Ethical Trade-offs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Maryam Majedi, E. M.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>ACM EngageCSEdu</i>,  2023. ACM\n  <span class=\"note\">4 pages</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3631982\"\n     onclick=\"log_download('maryammajedi-mcilraith-embeddedethicspandemiccontacttracingandethicaltradeoffs-2023', 'https://doi.org/10.1145/3631982', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Embedded Ethics: Pandemic Contact Tracing and Ethical Trade-offs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/maryammajedi-mcilraith-embeddedethicspandemiccontacttracingandethicaltradeoffs-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('maryammajedi-mcilraith-embeddedethicspandemiccontacttracingandethicaltradeoffs-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{engage1,\n        author = {Maryam Majedi, Emma McClure, Benjamin Wald, Diane Horton, and Sheila A. McIlraith},\n        title = {Embedded Ethics: Pandemic Contact Tracing and Ethical Trade-offs},\n        booktitle = {ACM EngageCSEdu},\n        publisher = {ACM},\n        year = {2023},\n        note = {4 pages},\n        url = {https://doi.org/10.1145/3631982}\n        }\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"klassen-muise-mcilraith-planningwithepistemicpreferences-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/kla-mci-kr23.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'klassen-muise-mcilraith-planningwithepistemicpreferences-2023', 'https://www.cs.toronto.edu/~sheila/publications/kla-mci-kr23.pdf', event);\">\n    Planning with Epistemic Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Klassen, T. Q.; Muise, C.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning (KR)</i>, pages 752-756,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/kla-mci-kr23.pdf\"\n     onclick=\"log_download('klassen-muise-mcilraith-planningwithepistemicpreferences-2023', 'https://www.cs.toronto.edu/~sheila/publications/kla-mci-kr23.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning with Epistemic Preferences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/klassen-muise-mcilraith-planningwithepistemicpreferences-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('klassen-muise-mcilraith-planningwithepistemicpreferences-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{KlassenKR2023epistemic,\n    author    = {Toryn Q. Klassen and Christian Muise and Sheila A. McIlraith},\n    title     = {Planning with Epistemic Preferences},\n    booktitle = {Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning (KR)},\n    pages      = {752-756},\n    url        = {kla-mci-kr23.pdf},\n    year      = {2023}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-li-klassen-toroicarte-mcilraith-learningbeliefrepresentationsforpartiallyobservabledeeprl-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/wang-etal-icml23.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-li-klassen-toroicarte-mcilraith-learningbeliefrepresentationsforpartiallyobservabledeeprl-2023', 'https://www.cs.toronto.edu/~sheila/publications/wang-etal-icml23.pdf', event);\">\n    Learning Belief Representations for Partially Observable Deep RL.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wang, A.; Li, A. C.; Klassen, T. Q.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 40th International Conference on Machine Learning (ICML)</i>, pages 35970-35988,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/wang-etal-icml23.pdf\"\n     onclick=\"log_download('wang-li-klassen-toroicarte-mcilraith-learningbeliefrepresentationsforpartiallyobservabledeeprl-2023', 'https://www.cs.toronto.edu/~sheila/publications/wang-etal-icml23.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning Belief Representations for Partially Observable Deep RL [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-li-klassen-toroicarte-mcilraith-learningbeliefrepresentationsforpartiallyobservabledeeprl-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-li-klassen-toroicarte-mcilraith-learningbeliefrepresentationsforpartiallyobservabledeeprl-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{WangICML2023representations,\n    title = {Learning Belief Representations for Partially Observable Deep {RL}},\n    author = {Andrew Wang and Andrew C. Li and Toryn Q. Klassen and Rodrigo {Toro Icarte} and Sheila A. McIlraith},\n    booktitle = {Proceedings of the 40th International Conference on Machine Learning (ICML)},\n    url = {wang-etal-icml23.pdf},\n    pages = {35970-35988},\n    year = {2023}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lifshitz-paster-chan-ba-mcilraith-agenerativemodelfortextcontrolinminecraft-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A Generative Model for Text Control in Minecraft.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lifshitz, S.; Paster, K.; Chan, H.; Ba, J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Workshop on Interactive Learning with Implicit Human Feedback (ILHF) Workshop @ICML23</i>,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lifshitz-paster-chan-ba-mcilraith-agenerativemodelfortextcontrolinminecraft-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lifshitz-paster-chan-ba-mcilraith-agenerativemodelfortextcontrolinminecraft-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{steve-icml23workshop,\n    title = {A Generative Model for Text Control in Minecraft},\n      author    = {Shalev Lifshitz and Keiran Paster and Harris Chan and Jimmy Ba and Sheila McIlraith},\n    booktitle = {Workshop on Interactive Learning with Implicit Human Feedback (ILHF) Workshop @ICML23},\n    year      = {2023}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lifshitz-paster-chan-ba-mcilraith-generativemodelfortextcontrolinminecraftabridgedversion-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Generative Model for Text Control in Minecraft (Abridged Version).\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lifshitz, S.; Paster, K.; Chan, H.; Ba, J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Workshop on Structured Probabilistic Inference & Generative Modeling @ICML23</i>,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lifshitz-paster-chan-ba-mcilraith-generativemodelfortextcontrolinminecraftabridgedversion-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lifshitz-paster-chan-ba-mcilraith-generativemodelfortextcontrolinminecraftabridgedversion-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{steve-icml23workshop,\n    title = {Generative Model for Text Control in Minecraft (Abridged Version)},\n      author    = {Shalev Lifshitz and Keiran Paster and Harris Chan and Jimmy Ba and Sheila McIlraith},\n    booktitle = {Workshop on Structured Probabilistic Inference \\&amp; Generative Modeling @ICML23},\n    year      = {2023}\n}\n\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"klassen-alamdari-mcilraith-epistemicsideeffectsanaisafetyproblem-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://dl.acm.org/doi/10.5555/3545946.3598842\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'klassen-alamdari-mcilraith-epistemicsideeffectsanaisafetyproblem-2023', 'https://dl.acm.org/doi/10.5555/3545946.3598842', event);\">\n    Epistemic Side Effects: An AI Safety Problem.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Klassen, T. Q.; Alamdari, P. A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS) (Blue Sky Ideas Track)</i>, pages 1797-1801,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://dl.acm.org/doi/10.5555/3545946.3598842\"\n     onclick=\"log_download('klassen-alamdari-mcilraith-epistemicsideeffectsanaisafetyproblem-2023', 'https://dl.acm.org/doi/10.5555/3545946.3598842', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Epistemic Side Effects: An AI Safety Problem [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/klassen-alamdari-mcilraith-epistemicsideeffectsanaisafetyproblem-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('klassen-alamdari-mcilraith-epistemicsideeffectsanaisafetyproblem-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{KlassenAAMAS2023epistemic,\n    author = {Toryn Q. Klassen and Parand Alizadeh Alamdari and Sheila A. McIlraith},\n    year = 2023,\n    title = {Epistemic Side Effects: An {AI} Safety Problem},\n    booktitle = {Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS) (Blue Sky Ideas Track)},\n    pages = {1797-1801},\n    url = {https://dl.acm.org/doi/10.5555/3545946.3598842}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shati-cohen-mcilraith-satbasedoptimalclassificationtreesfornonbinarydata-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://link.springer.com/article/10.1007/s10601-023-09348-1\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shati-cohen-mcilraith-satbasedoptimalclassificationtreesfornonbinarydata-2023', 'https://link.springer.com/article/10.1007/s10601-023-09348-1', event);\">\n    SAT-based optimal classification trees for non-binary data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shati, P.; Cohen, E.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Constraints</i>, 28(2): 166-202.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://link.springer.com/article/10.1007/s10601-023-09348-1\"\n     onclick=\"log_download('shati-cohen-mcilraith-satbasedoptimalclassificationtreesfornonbinarydata-2023', 'https://link.springer.com/article/10.1007/s10601-023-09348-1', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"SAT-based optimal classification trees for non-binary data [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shati-cohen-mcilraith-satbasedoptimalclassificationtreesfornonbinarydata-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shati-cohen-mcilraith-satbasedoptimalclassificationtreesfornonbinarydata-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{shatietal-constraints23,\n  author    = {Pouya Shati and Eldan Cohen and Sheila A. McIlraith},\n  title     = {SAT-based optimal classification trees for non-binary data},\n  journal   = {Constraints},\n  volume    = {28},\n  number    = {2},\n  pages     = {166-202},\n  url       = {https://link.springer.com/article/10.1007/s10601-023-09348-1},\n  year      = {2023}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"klassen-muise-mcilraith-towardshumanawareaiviaplanningwithepistemicpreferences-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://openreview.net/pdf?id=nkn1rcI6wd\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'klassen-muise-mcilraith-towardshumanawareaiviaplanningwithepistemicpreferences-2023', 'https://openreview.net/pdf?id=nkn1rcI6wd', event);\">\n    Towards Human-Aware AI via Planning with Epistemic Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Klassen, T. Q.; Muise, C.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>ICAPS 2023 Workshop on Human-Aware Explainable Planning (HAXP)</i>,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://openreview.net/pdf?id=nkn1rcI6wd\"\n     onclick=\"log_download('klassen-muise-mcilraith-towardshumanawareaiviaplanningwithepistemicpreferences-2023', 'https://openreview.net/pdf?id=nkn1rcI6wd', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Towards Human-Aware AI via Planning with Epistemic Preferences [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/klassen-muise-mcilraith-towardshumanawareaiviaplanningwithepistemicpreferences-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('klassen-muise-mcilraith-towardshumanawareaiviaplanningwithepistemicpreferences-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{KlassenHAXP2023epistemic,\n    author    = {Toryn Q. Klassen and Christian Muise and Sheila A. McIlraith},\n    title     = {Towards Human-Aware {AI} via Planning with Epistemic Preferences},\n    booktitle = {ICAPS 2023 Workshop on Human-Aware Explainable Planning (HAXP)},\n    year      = {2023},\n    url       = {https://openreview.net/pdf?id=nkn1rcI6wd}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shati-cohen-mcilraith-satbasedlearningofcompactbinarydecisiondiagramsforclassification-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2023.33\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shati-cohen-mcilraith-satbasedlearningofcompactbinarydecisiondiagramsforclassification-2023', 'https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2023.33', event);\">\n    SAT-Based Learning of Compact Binary Decision Diagrams for Classification.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shati, P.; Cohen, E.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming (CP)</i>, pages 1-19,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2023.33\"\n     onclick=\"log_download('shati-cohen-mcilraith-satbasedlearningofcompactbinarydecisiondiagramsforclassification-2023', 'https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2023.33', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"SAT-Based Learning of Compact Binary Decision Diagrams for Classification [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shati-cohen-mcilraith-satbasedlearningofcompactbinarydecisiondiagramsforclassification-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shati-cohen-mcilraith-satbasedlearningofcompactbinarydecisiondiagramsforclassification-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{shatietal-cp23,\n  author    = {Pouya Shati and Eldan Cohen and Sheila A. McIlraith},\n  title     = {SAT-Based Learning of Compact Binary Decision Diagrams for Classification},\n  booktitle = {Proceedings of the 29th International Conference on Principles \n\t  and Practice of Constraint Programming (CP)},\n  pages      = {1-19},\n  url       = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2023.33},\n  year      = {2023}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shati-cohen-mcilraith-optimaldecisiontreesforinterpretableclusteringwithconstraints-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Optimal Decision Trees For Interpretable Clustering with Constraints.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shati, P.; Cohen, E.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 2022-2030,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shati-cohen-mcilraith-optimaldecisiontreesforinterpretableclusteringwithconstraints-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shati-cohen-mcilraith-optimaldecisiontreesforinterpretableclusteringwithconstraints-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{shatietal-ijcai23,\n  author    = {Pouya Shati and Eldan Cohen and Sheila A. McIlraith},\n  title     = {Optimal Decision Trees For Interpretable Clustering with Constraints},\n  booktitle = {Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI)},\n  pages      = {2022-2030},\n  year      = {2023}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"horton-liu-mcilraith-wang-ismorebetterwhenembeddingethicsincscourses-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3545945.3569881\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'horton-liu-mcilraith-wang-ismorebetterwhenembeddingethicsincscourses-2023', 'https://doi.org/10.1145/3545945.3569881', event);\">\n    Is More Better When Embedding Ethics in CS Courses?.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Horton, D.; Liu, D.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Wang, N.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 54th ACM Technical Symposium on Computer Science Education (SIGCSE)</i>, volume 1, pages 652-658,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3545945.3569881\"\n     onclick=\"log_download('horton-liu-mcilraith-wang-ismorebetterwhenembeddingethicsincscourses-2023', 'https://doi.org/10.1145/3545945.3569881', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Is More Better When Embedding Ethics in CS Courses? [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/horton-liu-mcilraith-wang-ismorebetterwhenembeddingethicsincscourses-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('horton-liu-mcilraith-wang-ismorebetterwhenembeddingethicsincscourses-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigcse/HortonLMW23,\n  author       = {Diane Horton and\n                  David Liu and\n                  Sheila A. McIlraith and\n                  Nina Wang},\n  title        = {Is More Better When Embedding Ethics in {CS} Courses?},\n  booktitle    = {Proceedings of the 54th {ACM} Technical Symposium on Computer Science\n                  Education (SIGCSE)},\n  volume = {1},\n  pages        = {652-658},\n  year         = {2023},\n  url          = {https://doi.org/10.1145/3545945.3569881}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"christoffersen-li-toroicarte-mcilraith-learningsymbolicrepresentationsforreinforcementlearningofnonmarkovianbehavior-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2301.02952\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'christoffersen-li-toroicarte-mcilraith-learningsymbolicrepresentationsforreinforcementlearningofnonmarkovianbehavior-2023', 'https://doi.org/10.48550/arXiv.2301.02952', event);\">\n    Learning Symbolic Representations for Reinforcement Learning of Non-Markovian Behavior.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Christoffersen, P. J. K.; Li, A. C.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2301.02952.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2301.02952\"\n     onclick=\"log_download('christoffersen-li-toroicarte-mcilraith-learningsymbolicrepresentationsforreinforcementlearningofnonmarkovianbehavior-2023', 'https://doi.org/10.48550/arXiv.2301.02952', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Learning Symbolic Representations for Reinforcement Learning of Non-Markovian Behavior [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/arXiv.2301.02952\"\n     onclick=\"log_download('christoffersen-li-toroicarte-mcilraith-learningsymbolicrepresentationsforreinforcementlearningofnonmarkovianbehavior-2023', 'http://doi.org/10.48550/arXiv.2301.02952', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/christoffersen-li-toroicarte-mcilraith-learningsymbolicrepresentationsforreinforcementlearningofnonmarkovianbehavior-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('christoffersen-li-toroicarte-mcilraith-learningsymbolicrepresentationsforreinforcementlearningofnonmarkovianbehavior-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2301-02952,\n  author       = {Phillip J. K. Christoffersen and\n                  Andrew C. Li and\n                  Rodrigo {Toro Icarte} and\n                  Sheila A. McIlraith},\n  title        = {Learning Symbolic Representations for Reinforcement Learning of Non-Markovian\n                  Behavior},\n  journal      = {CoRR},\n  volume       = {abs/2301.02952},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2301.02952},\n  doi          = {10.48550/arXiv.2301.02952},\n  eprinttype    = {arXiv}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2022\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2022')\"\n      onkeypress=\"toggleGroup('group_2022')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2022</span>\n      <span class=\"bibbase_group_count\">\n        \n        (19)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"anonymous-rewardmachinesexploitingrewardfunctionstructureinreinforcementlearning-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1613/jair.1.12440\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'anonymous-rewardmachinesexploitingrewardfunctionstructureinreinforcementlearning-2022', 'https://doi.org/10.1613/jair.1.12440', event);\">\n    Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  \n</span>\n\n  \n\n</span>\n\n  <i>Journal of Artificial Intelligence Research (JAIR)</i>, 73: 173-208.  2022.\n  <span class=\"note\">(2023 IJCAI-JAIR Best Paper Prize)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1613/jair.1.12440\"\n     onclick=\"log_download('anonymous-rewardmachinesexploitingrewardfunctionstructureinreinforcementlearning-2022', 'https://doi.org/10.1613/jair.1.12440', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/RodrigoToroIcarte/reward_machines\"\n     onclick=\"log_download('anonymous-rewardmachinesexploitingrewardfunctionstructureinreinforcementlearning-2022', 'https://github.com/RodrigoToroIcarte/reward_machines', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning [link]\"\n       title=\" code\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> code</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/anonymous-rewardmachinesexploitingrewardfunctionstructureinreinforcementlearning-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('anonymous-rewardmachinesexploitingrewardfunctionstructureinreinforcementlearning-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\"></pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-belle-felli-mcilraith-miller-pearce-sonenberg-efficientmultiagentepistemicplanningteachingplannersaboutnestedbelief-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1016/j.artint.2021.103605\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-belle-felli-mcilraith-miller-pearce-sonenberg-efficientmultiagentepistemicplanningteachingplannersaboutnestedbelief-2022', 'https://doi.org/10.1016/j.artint.2021.103605', event);\">\n    Efficient multi-agent epistemic planning: Teaching planners about nested belief.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Muise, C.; Belle, V.; Felli, P.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; Miller, T.; Pearce, A. R.;  and Sonenberg, L.\n</span>\n\n  \n\n</span>\n\n  <i>Artifical Intelligence (AIJ)</i>, 302: 103605.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1016/j.artint.2021.103605\"\n     onclick=\"log_download('muise-belle-felli-mcilraith-miller-pearce-sonenberg-efficientmultiagentepistemicplanningteachingplannersaboutnestedbelief-2022', 'https://doi.org/10.1016/j.artint.2021.103605', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Efficient multi-agent epistemic planning: Teaching planners about nested belief [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-belle-felli-mcilraith-miller-pearce-sonenberg-efficientmultiagentepistemicplanningteachingplannersaboutnestedbelief-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>20 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-belle-felli-mcilraith-miller-pearce-sonenberg-efficientmultiagentepistemicplanningteachingplannersaboutnestedbelief-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{muise-etal-aij22,\n  author    = {Christian Muise and\n               Vaishak Belle and\n               Paolo Felli and\n               Sheila A. McIlraith and\n               Tim Miller and\n               Adrian R. Pearce and\n               Liz Sonenberg},\n  title     = {Efficient multi-agent epistemic planning: Teaching planners about\n               nested belief},\n  journal   = {Artifical Intelligence (AIJ)},\n  volume    = {302},\n  pages     = {103605},\n  year      = {2022},\n  url       = {https://doi.org/10.1016/j.artint.2021.103605},\n  keywords  = {epistemic, planning}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-mcilraith-knowledgebasedprogramsasbuildingblocksforplanning-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1016/j.artint.2021.103634\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-mcilraith-knowledgebasedprogramsasbuildingblocksforplanning-2022', 'https://doi.org/10.1016/j.artint.2021.103634', event);\">\n    Knowledge-based programs as building blocks for planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Baier, J. A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence (AIJ)</i>, 303: 103634.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1016/j.artint.2021.103634\"\n     onclick=\"log_download('baier-mcilraith-knowledgebasedprogramsasbuildingblocksforplanning-2022', 'https://doi.org/10.1016/j.artint.2021.103634', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Knowledge-based programs as building blocks for planning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-mcilraith-knowledgebasedprogramsasbuildingblocksforplanning-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-mcilraith-knowledgebasedprogramsasbuildingblocksforplanning-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{bai-mci-aij22,\n  author    = {Jorge A. Baier and\n               Sheila A. McIlraith},\n  title     = {Knowledge-based programs as building blocks for planning},\n  journal   = {Artificial Intelligence (AIJ)},\n  volume    = {303},\n  pages     = {103634},\n  year      = {2022},\n  url       = {https://doi.org/10.1016/j.artint.2021.103634}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"tuli-li-vaezipoor-klassen-sanner-mcilraith-learningtofollowinstructionsintextbasedgames-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://openreview.net/pdf?id=StlwkcFsjaZ\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'tuli-li-vaezipoor-klassen-sanner-mcilraith-learningtofollowinstructionsintextbasedgames-2022', 'https://openreview.net/pdf?id=StlwkcFsjaZ', event);\">\n    Learning to Follow Instructions in Text-Based Games.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Tuli, M.; Li, A. C.; Vaezipoor, P.; Klassen, T. Q.; Sanner, S.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS)</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://openreview.net/pdf?id=StlwkcFsjaZ\"\n     onclick=\"log_download('tuli-li-vaezipoor-klassen-sanner-mcilraith-learningtofollowinstructionsintextbasedgames-2022', 'https://openreview.net/pdf?id=StlwkcFsjaZ', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Learning to Follow Instructions in Text-Based Games [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/MathieuTuli/LTL-GATA\"\n     onclick=\"log_download('tuli-li-vaezipoor-klassen-sanner-mcilraith-learningtofollowinstructionsintextbasedgames-2022', 'https://github.com/MathieuTuli/LTL-GATA', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Learning to Follow Instructions in Text-Based Games [link]\"\n       title=\" code\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> code</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/tuli-li-vaezipoor-klassen-sanner-mcilraith-learningtofollowinstructionsintextbasedgames-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>54 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('tuli-li-vaezipoor-klassen-sanner-mcilraith-learningtofollowinstructionsintextbasedgames-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tuli-etal-neurips2022text,\n    title={Learning to Follow Instructions in Text-Based Games},\n    author={Mathieu Tuli and Andrew C. Li and Pashootan Vaezipoor and Toryn Q. Klassen and Scott Sanner and Sheila A. McIlraith},\n    booktitle={Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS)},\n    year={2022},\n    keywords = {LTL, reinforcement learning},\n    url = {https://openreview.net/pdf?id=StlwkcFsjaZ},\n    url_code = {https://github.com/MathieuTuli/LTL-GATA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"paster-mcilraith-ba-youcantcountonluckwhydecisiontransformersandrvsfailinstochasticenvironments-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://openreview.net/forum?id=atb3yifRtX\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'paster-mcilraith-ba-youcantcountonluckwhydecisiontransformersandrvsfailinstochasticenvironments-2022', 'https://openreview.net/forum?id=atb3yifRtX', event);\">\n    You Can't Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Paster, K.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Ba, J.\n</span>\n\n  \n\n</span>\n\n  In Oh, A. H.; Agarwal, A.; Belgrave, D.;  and Cho, K., editor(s), <i>Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS)</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://openreview.net/forum?id=atb3yifRtX\"\n     onclick=\"log_download('paster-mcilraith-ba-youcantcountonluckwhydecisiontransformersandrvsfailinstochasticenvironments-2022', 'https://openreview.net/forum?id=atb3yifRtX', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"You Can&#x27;t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/paster-mcilraith-ba-youcantcountonluckwhydecisiontransformersandrvsfailinstochasticenvironments-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('paster-mcilraith-ba-youcantcountonluckwhydecisiontransformersandrvsfailinstochasticenvironments-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{\n  paster2022you,\n  title={You Can&#x27;t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments},\n  author={Keiran Paster and Sheila A. McIlraith and Jimmy Ba},\n  booktitle={Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS)},\n  editor={Alice H. Oh and Alekh Agarwal and Danielle Belgrave and Kyunghyun Cho},\n  year={2022},\n  url={https://openreview.net/forum?id=atb3yifRtX}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-hari-oreilly-abolore-wang-mcilraith-proactiveroboticassistanceviatheoryofmind-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Proactive Robotic Assistance via Theory of Mind.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shvo, M.; Hari, R.; O'Reilly, Z.; Abolore, S.; Wang, S. N.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-hari-oreilly-abolore-wang-mcilraith-proactiveroboticassistanceviatheoryofmind-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-hari-oreilly-abolore-wang-mcilraith-proactiveroboticassistanceviatheoryofmind-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{shvo-iros2022,\n  title = {Proactive Robotic Assistance via {T}heory of {M}ind},\n  author    = {Shvo, Maayan and Hari, Ruthrash and O&#x27;Reilly, Ziggy and Abolore,\nSophia and Wang, Sze-Yuh Nina and McIlraith, Sheila A.},\n  booktitle={Proceedings of the 2022 IEEE/RSJ International Conference on Intelligent\nRobots and Systems (IROS)},\n  year={2022}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-klassen-mcilraith-resolvingmisconceptionsabouttheplansofagentsviatheoryofmind-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ojs.aaai.org/index.php/ICAPS/article/view/19862/19621\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shvo-klassen-mcilraith-resolvingmisconceptionsabouttheplansofagentsviatheoryofmind-2022', 'https://ojs.aaai.org/index.php/ICAPS/article/view/19862/19621', event);\">\n    Resolving Misconceptions about the Plans of Agents via Theory of Mind.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shvo, M.; Klassen, T. Q;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling (ICAPS)</i>, pages 719-729,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ojs.aaai.org/index.php/ICAPS/article/view/19862/19621\"\n     onclick=\"log_download('shvo-klassen-mcilraith-resolvingmisconceptionsabouttheplansofagentsviatheoryofmind-2022', 'https://ojs.aaai.org/index.php/ICAPS/article/view/19862/19621', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Resolving Misconceptions about the Plans of Agents via Theory of Mind [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-klassen-mcilraith-resolvingmisconceptionsabouttheplansofagentsviatheoryofmind-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>32 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-klassen-mcilraith-resolvingmisconceptionsabouttheplansofagentsviatheoryofmind-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{shvo-klas-mci-icaps-discres2022,\n  author    = {Shvo, Maayan and Klassen, Toryn Q and McIlraith, Sheila A},\n  title         = {Resolving Misconceptions about the Plans of Agents via {T}heory of {M}ind},\n  booktitle = &quot;Proceedings of the Thirty-Second International Conference on\n                Automated Planning and Scheduling (ICAPS)&quot;,\n  year      = {2022},\n  pages={719-729},\n  url  = {https://ojs.aaai.org/index.php/ICAPS/article/view/19862/19621},\n  keywords = {epistemic, planning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alizadehalamdari-klassen-toroicarte-mcilraith-beconsiderateavoidingnegativesideeffectsinreinforcementlearning-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Be Considerate: Avoiding Negative Side Effects in Reinforcement Learning.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alizadeh Alamdari, P.; Klassen, T. Q.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022)</i>, pages 18-26,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alizadehalamdari-klassen-toroicarte-mcilraith-beconsiderateavoidingnegativesideeffectsinreinforcementlearning-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alizadehalamdari-klassen-toroicarte-mcilraith-beconsiderateavoidingnegativesideeffectsinreinforcementlearning-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{alizadeh-etal-aamas22,\n    author    = {Parand {Alizadeh Alamdari} and Toryn Q. Klassen and Rodrigo {Toro Icarte} and Sheila A. McIlraith},\n    title     = {Be Considerate: Avoiding Negative Side Effects in Reinforcement Learning},\n    booktitle = {Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems ({AAMAS} 2022)},\n pages = {18-26},\n    year      = {2022},\n    keywords  = {AI safety, side effects, reinforcement learning}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"klassen-mcilraith-muise-xu-planningtoavoidsideeffects-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Planning to Avoid Side Effects.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Klassen, T. Q.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; Muise, C.;  and Xu, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI 2022)</i>, pages 9830-9839,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1609/aaai.v36i9.21219\"\n     onclick=\"log_download('klassen-mcilraith-muise-xu-planningtoavoidsideeffects-2022', 'http://doi.org/10.1609/aaai.v36i9.21219', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/klassen-mcilraith-muise-xu-planningtoavoidsideeffects-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('klassen-mcilraith-muise-xu-planningtoavoidsideeffects-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{klassen-etal-aaai22,\n    author    = {Toryn Q. Klassen and Sheila A. McIlraith and Christian Muise and Jarvis Xu},\n    title     = {Planning to Avoid Side Effects},\n    booktitle = {Proceedings of the 36th {AAAI} Conference on Artificial Intelligence ({AAAI} 2022)},\n    year = {2022},\n    pages = {9830-9839},\n    doi = {10.1609/aaai.v36i9.21219},\n    keywords = {AI safety, side effects, planning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"heintz-lakemeyer-mcilraith-cognitiveroboticsdagstuhlseminar22391-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.4230/DagRep.12.9.200\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'heintz-lakemeyer-mcilraith-cognitiveroboticsdagstuhlseminar22391-2022', 'https://doi.org/10.4230/DagRep.12.9.200', event);\">\n    Cognitive Robotics (Dagstuhl Seminar 22391).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Heintz, F.; Lakemeyer, G.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Dagstuhl Reports</i>, 12(9): 200–219.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.4230/DagRep.12.9.200\"\n     onclick=\"log_download('heintz-lakemeyer-mcilraith-cognitiveroboticsdagstuhlseminar22391-2022', 'https://doi.org/10.4230/DagRep.12.9.200', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Cognitive Robotics (Dagstuhl Seminar 22391) [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/heintz-lakemeyer-mcilraith-cognitiveroboticsdagstuhlseminar22391-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('heintz-lakemeyer-mcilraith-cognitiveroboticsdagstuhlseminar22391-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{cogrob-dagstuhl22,\n  author       = {Fredrik Heintz and\n                  Gerhard Lakemeyer and\n                  Sheila A. McIlraith},\n  title        = {Cognitive Robotics (Dagstuhl Seminar 22391)},\n  journal      = {Dagstuhl Reports},\n  volume       = {12},\n  number       = {9},\n  pages        = {200--219},\n  year         = {2022},\n  url          = {https://doi.org/10.4230/DagRep.12.9.200}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"klassen-alamdari-mcilraith-epistemicsideeffectsavoidingthemsometimes-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://openreview.net/pdf?id=7oDZ-6kIW1K\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'klassen-alamdari-mcilraith-epistemicsideeffectsavoidingthemsometimes-2022', 'https://openreview.net/pdf?id=7oDZ-6kIW1K', event);\">\n    Epistemic Side Effects & Avoiding Them (Sometimes).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Klassen, T. Q.; Alamdari, P. A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>NeurIPS 2022 ML Safety Workshop</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://openreview.net/pdf?id=7oDZ-6kIW1K\"\n     onclick=\"log_download('klassen-alamdari-mcilraith-epistemicsideeffectsavoidingthemsometimes-2022', 'https://openreview.net/pdf?id=7oDZ-6kIW1K', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Epistemic Side Effects &amp; Avoiding Them (Sometimes) [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/praal/epistemic_side_effects\"\n     onclick=\"log_download('klassen-alamdari-mcilraith-epistemicsideeffectsavoidingthemsometimes-2022', 'https://github.com/praal/epistemic_side_effects', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Epistemic Side Effects &amp; Avoiding Them (Sometimes) [link]\"\n       title=\" code\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> code</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/klassen-alamdari-mcilraith-epistemicsideeffectsavoidingthemsometimes-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>69 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('klassen-alamdari-mcilraith-epistemicsideeffectsavoidingthemsometimes-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{klassen-etal-mlsafety2022epistemic,\n    title={Epistemic Side Effects \\&amp; Avoiding Them (Sometimes)},\n    author={Toryn Q. Klassen and Parand Alizadeh Alamdari and Sheila A. McIlraith},\n    booktitle={NeurIPS 2022 ML Safety Workshop},\n    year={2022},\n    keywords = {AI safety, side effects, epistemic, reinforcement learning},\n    url = {https://openreview.net/pdf?id=7oDZ-6kIW1K},\n    url_code = {https://github.com/praal/epistemic_side_effects}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-chen-vaezipoor-klassen-toroicarte-mcilraith-noisysymbolicabstractionsfordeeprlacasestudywithrewardmachines-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://openreview.net/pdf?id=2Ak703L8umA\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-chen-vaezipoor-klassen-toroicarte-mcilraith-noisysymbolicabstractionsfordeeprlacasestudywithrewardmachines-2022', 'https://openreview.net/pdf?id=2Ak703L8umA', event);\">\n    Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Li, A. C.; Chen, Z.; Vaezipoor, P.; Klassen, T. Q.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>NeurIPS 2022 Deep Reinforcement Learning Workshop</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://openreview.net/pdf?id=2Ak703L8umA\"\n     onclick=\"log_download('li-chen-vaezipoor-klassen-toroicarte-mcilraith-noisysymbolicabstractionsfordeeprlacasestudywithrewardmachines-2022', 'https://openreview.net/pdf?id=2Ak703L8umA', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-chen-vaezipoor-klassen-toroicarte-mcilraith-noisysymbolicabstractionsfordeeprlacasestudywithrewardmachines-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>35 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-chen-vaezipoor-klassen-toroicarte-mcilraith-noisysymbolicabstractionsfordeeprlacasestudywithrewardmachines-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{li-etal-deeprl2022noisy,\n    title={Noisy Symbolic Abstractions for Deep {RL}: A case study with Reward Machines},\n    author={Andrew C. Li and Zizhao Chen and Pashootan Vaezipoor and Toryn Q. Klassen and Rodrigo {Toro Icarte} and Sheila A. McIlraith},\n    booktitle={NeurIPS 2022 Deep Reinforcement Learning Workshop},\n    year={2022},\n    keywords = {reward machines, reinforcement learning},\n    url = {https://openreview.net/pdf?id=2Ak703L8umA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-vaezipoor-toroicarte-mcilraith-exploringlonghorizonreasoningwithdeeprlincombinatoriallyhardtasks-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Exploring Long-Horizon Reasoning with Deep RL in Combinatorially Hard Tasks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Li, A. C.; Vaezipoor, P.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Decision Awareness in Reinforcement Learning Workshop at ICML 2022</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-vaezipoor-toroicarte-mcilraith-exploringlonghorizonreasoningwithdeeprlincombinatoriallyhardtasks-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-vaezipoor-toroicarte-mcilraith-exploringlonghorizonreasoningwithdeeprlincombinatoriallyhardtasks-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{li-etal-darl2022exploring,\n    title={Exploring Long-Horizon Reasoning with Deep {RL} in Combinatorially Hard Tasks},\n    author={Andrew C. Li and Pashootan Vaezipoor and Rodrigo {Toro Icarte} and Sheila A. McIlraith},\n    booktitle={Decision Awareness in Reinforcement Learning Workshop at ICML 2022},\n    year={2022}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"tuli-li-vaezipoor-klassen-sanner-mcilraith-instructionfollowingintextbasedgames-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Instruction Following in Text-Based Games.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Tuli, M.; Li, A.; Vaezipoor, P.; Klassen, T. Q.; Sanner, S.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Wordplay: When Language Meets Games Workshop @ NAACL 2022</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/tuli-li-vaezipoor-klassen-sanner-mcilraith-instructionfollowingintextbasedgames-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('tuli-li-vaezipoor-klassen-sanner-mcilraith-instructionfollowingintextbasedgames-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{TuliWordplay2022instruction,\nauthor = {Mathieu Tuli and Andrew Li and Pashootan Vaezipoor and \n\tToryn Q. Klassen and Scott Sanner and Sheila A. McIlraith},\nbooktitle = {Wordplay: When Language Meets Games Workshop @ NAACL 2022},\ntitle = {Instruction Following in Text-Based Games},\nyear = {2022}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"klassen-mcilraith-muise-anaisafetythreatfromlearnedplanningmodels-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://icaps22.icaps-conference.org/workshops/RDDPS/papers/klassen_etal_rddps22.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'klassen-mcilraith-muise-anaisafetythreatfromlearnedplanningmodels-2022', 'http://icaps22.icaps-conference.org/workshops/RDDPS/papers/klassen_etal_rddps22.pdf', event);\">\n    An AI Safety Threat from Learned Planning Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Klassen, T. Q.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Muise, C.\n</span>\n\n  \n\n</span>\n\n  In <i>ICAPS'22 Workshop on Reliable Data-Driven Planning and Scheduling (RDDPS)</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://icaps22.icaps-conference.org/workshops/RDDPS/papers/klassen_etal_rddps22.pdf\"\n     onclick=\"log_download('klassen-mcilraith-muise-anaisafetythreatfromlearnedplanningmodels-2022', 'http://icaps22.icaps-conference.org/workshops/RDDPS/papers/klassen_etal_rddps22.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"An AI Safety Threat from Learned Planning Models [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/klassen-mcilraith-muise-anaisafetythreatfromlearnedplanningmodels-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>38 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('klassen-mcilraith-muise-anaisafetythreatfromlearnedplanningmodels-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{KlassenRDDPS2022safety,\n  author = {Toryn Q. Klassen and Sheila A. McIlraith and Christian Muise},\n  title = {An AI Safety Threat from Learned Planning Models},\n  booktitle = {ICAPS&#x27;22 Workshop on Reliable Data-Driven Planning and Scheduling\n  (RDDPS)},\n  year = {2022},\n  url ={http://icaps22.icaps-conference.org/workshops/RDDPS/papers/klassen_etal_rddps22.pdf},\n  keywords = {AI safety, side effects, planning}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"paster-pitis-mcilraith-ba-returnaugmentationgivessupervisedrltemporalcompositionality-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://openreview.net/forum?id=6cD1NWnTvJn\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'paster-pitis-mcilraith-ba-returnaugmentationgivessupervisedrltemporalcompositionality-2022', 'https://openreview.net/forum?id=6cD1NWnTvJn', event);\">\n    Return Augmentation gives Supervised RL Temporal Compositionality.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Paster, K.; Pitis, S.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Ba, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Deep Reinforcement Learning Workshop NeurIPS 2022</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://openreview.net/forum?id=6cD1NWnTvJn\"\n     onclick=\"log_download('paster-pitis-mcilraith-ba-returnaugmentationgivessupervisedrltemporalcompositionality-2022', 'https://openreview.net/forum?id=6cD1NWnTvJn', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Return Augmentation gives Supervised RL Temporal Compositionality [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/paster-pitis-mcilraith-ba-returnaugmentationgivessupervisedrltemporalcompositionality-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('paster-pitis-mcilraith-ba-returnaugmentationgivessupervisedrltemporalcompositionality-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{\npaster2022return,\ntitle={Return Augmentation gives Supervised {RL} Temporal Compositionality},\nauthor={Keiran Paster and Silviu Pitis and Sheila A. McIlraith and Jimmy Ba},\nbooktitle={Deep Reinforcement Learning Workshop NeurIPS 2022},\nyear={2022},\nurl={https://openreview.net/forum?id=6cD1NWnTvJn}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"paster-pitis-mcilraith-ba-returnaugmentationgivessupervisedrltemporalcompositionality-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://openreview.net/forum?id=q5olkWCt7nl\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'paster-pitis-mcilraith-ba-returnaugmentationgivessupervisedrltemporalcompositionality-2022', 'https://openreview.net/forum?id=q5olkWCt7nl', event);\">\n    Return Augmentation gives Supervised RL Temporal Compositionality.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Paster, K.; Pitis, S.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Ba, J.\n</span>\n\n  \n\n</span>\n\n  In <i>NeurIPS 2022 Foundation Models for Decision Making Workshop</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://openreview.net/forum?id=q5olkWCt7nl\"\n     onclick=\"log_download('paster-pitis-mcilraith-ba-returnaugmentationgivessupervisedrltemporalcompositionality-2022', 'https://openreview.net/forum?id=q5olkWCt7nl', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Return Augmentation gives Supervised RL Temporal Compositionality [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/paster-pitis-mcilraith-ba-returnaugmentationgivessupervisedrltemporalcompositionality-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('paster-pitis-mcilraith-ba-returnaugmentationgivessupervisedrltemporalcompositionality-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{\npaster2022return,\ntitle={Return Augmentation gives Supervised {RL} Temporal Compositionality},\nauthor={Keiran Paster and Silviu Pitis and Sheila A. McIlraith and Jimmy Ba},\nbooktitle={NeurIPS 2022 Foundation Models for Decision Making Workshop},\nyear={2022},\nurl={https://openreview.net/forum?id=q5olkWCt7nl}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"paster-mcilraith-ba-youcantcountonluckwhydecisiontransformersfailinstochasticenvironments-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://openreview.net/forum?id=DfCBqPKLsA\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'paster-mcilraith-ba-youcantcountonluckwhydecisiontransformersfailinstochasticenvironments-2022', 'https://openreview.net/forum?id=DfCBqPKLsA', event);\">\n    You Can't Count on Luck: Why Decision Transformers Fail in Stochastic Environments.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Paster, K.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Ba, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Decision Awareness in Reinforcement Learning Workshop at ICML 2022</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://openreview.net/forum?id=DfCBqPKLsA\"\n     onclick=\"log_download('paster-mcilraith-ba-youcantcountonluckwhydecisiontransformersfailinstochasticenvironments-2022', 'https://openreview.net/forum?id=DfCBqPKLsA', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"You Can&#x27;t Count on Luck: Why Decision Transformers Fail in Stochastic Environments [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/paster-mcilraith-ba-youcantcountonluckwhydecisiontransformersfailinstochasticenvironments-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('paster-mcilraith-ba-youcantcountonluckwhydecisiontransformersfailinstochasticenvironments-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{\npaster2022you,\ntitle={You Can&#x27;t Count on Luck: Why Decision Transformers Fail in Stochastic Environments},\nauthor={Keiran Paster and Sheila A. McIlraith and Jimmy Ba},\nbooktitle={Decision Awareness in Reinforcement Learning Workshop at ICML 2022},\nyear={2022},\nurl={https://openreview.net/forum?id=DfCBqPKLsA}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"horton-mcilraith-wang-majedi-mcclure-wald-embeddingethicsincomputersciencecoursesdoesitwork-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3478431.3499407\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'horton-mcilraith-wang-majedi-mcclure-wald-embeddingethicsincomputersciencecoursesdoesitwork-2022', 'https://doi.org/10.1145/3478431.3499407', event);\">\n    Embedding Ethics in Computer Science Courses: Does it Work?.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Horton, D.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; Wang, N.; Majedi, M.; McClure, E.;  and Wald, B.\n</span>\n\n  \n\n</span>\n\n  In Merkle, L.; Doyle, M.; Sheard, J.; Soh, L.;  and Dorn, B., editor(s), <i>SIGCSE 2022: The 53rd ACM Technical Symposium on Computer Science Education, Providence, RI, USA, March 3-5, 2022, Volume 1</i>, pages 481-487,  2022. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3478431.3499407\"\n     onclick=\"log_download('horton-mcilraith-wang-majedi-mcclure-wald-embeddingethicsincomputersciencecoursesdoesitwork-2022', 'https://doi.org/10.1145/3478431.3499407', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Embedding Ethics in Computer Science Courses: Does it Work? [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/horton-mcilraith-wang-majedi-mcclure-wald-embeddingethicsincomputersciencecoursesdoesitwork-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('horton-mcilraith-wang-majedi-mcclure-wald-embeddingethicsincomputersciencecoursesdoesitwork-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigcse/HortonMWMMW21,\n  author    = {Diane Horton and\n               Sheila A. McIlraith and\n               Nina Wang and\n               Maryam Majedi and\n               Emma McClure and\n               Benjamin Wald},\n  editor    = {Larry Merkle and\n               Maureen Doyle and\n               Judithe Sheard and\n               Leen{-}Kiat Soh and\n               Brian Dorn},\n  title     = {Embedding Ethics in Computer Science Courses: Does it Work?},\n  booktitle = {{SIGCSE} 2022: The 53rd {ACM} Technical Symposium on Computer Science\n               Education, Providence, RI, USA, March 3-5, 2022, Volume 1},\n  pages     = {481-487},\n  publisher = {{ACM}},\n  year      = {2022},\n  url       = {https://doi.org/10.1145/3478431.3499407}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2021\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2021')\"\n      onkeypress=\"toggleGroup('group_2021')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2021</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"vaezipoor-li-toroicarte-mcilraith-ltl2actiongeneralizingltlinstructionsformultitaskrl-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://proceedings.mlr.press/v139/vaezipoor21a.html\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'vaezipoor-li-toroicarte-mcilraith-ltl2actiongeneralizingltlinstructionsformultitaskrl-2021', 'http://proceedings.mlr.press/v139/vaezipoor21a.html', event);\">\n    LTL2Action: Generalizing LTL Instructions for Multi-Task RL.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Vaezipoor, P.; Li, A. C.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 38th International Conference on Machine Learning, ICML</i>, volume 139, of <i>Proceedings of Machine Learning Research</i>, pages 10497-10508,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://proceedings.mlr.press/v139/vaezipoor21a.html\"\n     onclick=\"log_download('vaezipoor-li-toroicarte-mcilraith-ltl2actiongeneralizingltlinstructionsformultitaskrl-2021', 'http://proceedings.mlr.press/v139/vaezipoor21a.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"LTL2Action: Generalizing LTL Instructions for Multi-Task RL [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://github.com/LTL2Action/LTL2Action\"\n     onclick=\"log_download('vaezipoor-li-toroicarte-mcilraith-ltl2actiongeneralizingltlinstructionsformultitaskrl-2021', 'https://github.com/LTL2Action/LTL2Action', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"LTL2Action: Generalizing LTL Instructions for Multi-Task RL [link]\"\n       title=\" code\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> code</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vaezipoor-li-toroicarte-mcilraith-ltl2actiongeneralizingltlinstructionsformultitaskrl-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>27 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vaezipoor-li-toroicarte-mcilraith-ltl2actiongeneralizingltlinstructionsformultitaskrl-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{vaezipoor-etal-icml21,\n  author    = {Pashootan Vaezipoor and\n               Andrew C. Li and\n               Rodrigo {Toro Icarte} and\n               Sheila A. McIlraith},\n  title     = {LTL2Action: Generalizing {LTL} Instructions for Multi-Task {RL}},\n  booktitle = {Proceedings of the 38th International Conference on Machine Learning,\n               {ICML}},\n  series    = {Proceedings of Machine Learning Research},\n  volume    = {139},\n  pages     = {10497-10508},\n  year      = {2021},\n  keywords  = {LTL, reinforcement learning},\n  url       = {http://proceedings.mlr.press/v139/vaezipoor21a.html},\n  url_code  = {https://github.com/LTL2Action/LTL2Action}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-hu-toroicarte-mohomed-jepson-mcilraith-appbuddylearningtoaccomplishtasksinmobileappsviareinforcementlearning-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2106.00133\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shvo-hu-toroicarte-mohomed-jepson-mcilraith-appbuddylearningtoaccomplishtasksinmobileappsviareinforcementlearning-2021', 'https://arxiv.org/abs/2106.00133', event);\">\n    AppBuddy: Learning to Accomplish Tasks in Mobile Apps via Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shvo, M.; Hu, Z.; Toro Icarte, R.; Mohomed, I.; Jepson, A. D.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Canadian Conference on Artificial Intelligence</i>,  2021. \n  <span class=\"note\">(Also appeared in the ICML 2021 Workshop on Reinforcement Learning for Real Life (RL4RL).)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2106.00133\"\n     onclick=\"log_download('shvo-hu-toroicarte-mohomed-jepson-mcilraith-appbuddylearningtoaccomplishtasksinmobileappsviareinforcementlearning-2021', 'https://arxiv.org/abs/2106.00133', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"AppBuddy: Learning to Accomplish Tasks in Mobile Apps via Reinforcement Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-hu-toroicarte-mohomed-jepson-mcilraith-appbuddylearningtoaccomplishtasksinmobileappsviareinforcementlearning-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-hu-toroicarte-mohomed-jepson-mcilraith-appbuddylearningtoaccomplishtasksinmobileappsviareinforcementlearning-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{shvo-etal-cai21,\n  author    = {Maayan Shvo and\n               Zhiming Hu and\n               Rodrigo {Toro Icarte} and\n               Iqbal Mohomed and\n               Allan D. Jepson and\n               Sheila A. McIlraith},\n  title     = {AppBuddy: Learning to Accomplish Tasks in Mobile Apps via Reinforcement\n               Learning},\n  booktitle = {Proceedings of the Canadian Conference on Artificial Intelligence},\n  year      = {2021},\n  note      = {(Also appeared in the ICML 2021 Workshop on Reinforcement Learning for Real Life (RL4RL).)},\n  url       = {https://arxiv.org/abs/2106.00133}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"paster-mcilraith-ba-planningfrompixelsusinginversedynamicsmodels-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://openreview.net/forum?id=V6BjBgku7Ro\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'paster-mcilraith-ba-planningfrompixelsusinginversedynamicsmodels-2021', 'https://openreview.net/forum?id=V6BjBgku7Ro', event);\">\n    Planning from Pixels using Inverse Dynamics Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Paster, K.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Ba, J.\n</span>\n\n  \n\n</span>\n\n  In <i>International Conference on Learning Representations (ICLR)</i>,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://openreview.net/forum?id=V6BjBgku7Ro\"\n     onclick=\"log_download('paster-mcilraith-ba-planningfrompixelsusinginversedynamicsmodels-2021', 'https://openreview.net/forum?id=V6BjBgku7Ro', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Planning from Pixels using Inverse Dynamics Models [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/paster-mcilraith-ba-planningfrompixelsusinginversedynamicsmodels-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>18 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('paster-mcilraith-ba-planningfrompixelsusinginversedynamicsmodels-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{\npaster2021planning,\ntitle={Planning from Pixels using Inverse Dynamics Models},\nauthor={Keiran Paster and Sheila A. McIlraith and Jimmy Ba},\nbooktitle={International Conference on Learning Representations (ICLR)},\nyear={2021},\nurl={https://openreview.net/forum?id=V6BjBgku7Ro}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-li-toroicarte-mcilraith-interpretablesequenceclassificationviadiscreteoptimization-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ojs.aaai.org/index.php/AAAI/article/view/17161\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shvo-li-toroicarte-mcilraith-interpretablesequenceclassificationviadiscreteoptimization-2021', 'https://ojs.aaai.org/index.php/AAAI/article/view/17161', event);\">\n    Interpretable Sequence Classification via Discrete Optimization.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shvo, M.; Li, A. C.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI)</i>,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ojs.aaai.org/index.php/AAAI/article/view/17161\"\n     onclick=\"log_download('shvo-li-toroicarte-mcilraith-interpretablesequenceclassificationviadiscreteoptimization-2021', 'https://ojs.aaai.org/index.php/AAAI/article/view/17161', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Interpretable Sequence Classification via Discrete Optimization [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-li-toroicarte-mcilraith-interpretablesequenceclassificationviadiscreteoptimization-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>30 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-li-toroicarte-mcilraith-interpretablesequenceclassificationviadiscreteoptimization-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{shvo-etal-aaai21,\n  title={Interpretable Sequence Classification via Discrete Optimization},\n  author={Shvo, Maayan and Li, Andrew C. and Toro Icarte, Rodrigo and McIlraith, Sheila A.},\n  booktitle={Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI)},\n  year={2021},\n  url={https://ojs.aaai.org/index.php/AAAI/article/view/17161}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shati-cohen-mcilraith-satbasedapproachforlearningoptimaldecisiontreeswithnonbinaryfeatures-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.4230/LIPIcs.CP.2021.50\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shati-cohen-mcilraith-satbasedapproachforlearningoptimaldecisiontreeswithnonbinaryfeatures-2021', 'https://doi.org/10.4230/LIPIcs.CP.2021.50', event);\">\n    SAT-Based Approach for Learning Optimal Decision Trees with Non-Binary Features.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shati, P.; Cohen, E.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>27th International Conference on Principles and Practice of Constraint Programming, (CP 2021)</i>, volume 210, of <i>LIPIcs</i>, pages 50:1-50:16,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.4230/LIPIcs.CP.2021.50\"\n     onclick=\"log_download('shati-cohen-mcilraith-satbasedapproachforlearningoptimaldecisiontreeswithnonbinaryfeatures-2021', 'https://doi.org/10.4230/LIPIcs.CP.2021.50', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"SAT-Based Approach for Learning Optimal Decision Trees with Non-Binary Features [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shati-cohen-mcilraith-satbasedapproachforlearningoptimaldecisiontreeswithnonbinaryfeatures-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shati-cohen-mcilraith-satbasedapproachforlearningoptimaldecisiontreeswithnonbinaryfeatures-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sha-etal-cp21,\n  author    = {Pouya Shati and\n               Eldan Cohen and\n               Sheila A. McIlraith},\n  title     = {SAT-Based Approach for Learning Optimal Decision Trees with Non-Binary\n               Features},\n  booktitle = {27th International Conference on Principles and Practice of Constraint\n               Programming, ({CP} 2021)},\n  series    = {LIPIcs},\n  volume    = {210},\n  pages     = {50:1-50:16},\n  year      = {2021},\n  url       = {https://doi.org/10.4230/LIPIcs.CP.2021.50}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cohen-valenzano-mcilraith-typewausingexplorationinboundedsuboptimalplanning-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.24963/ijcai.2021/557\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cohen-valenzano-mcilraith-typewausingexplorationinboundedsuboptimalplanning-2021', 'https://doi.org/10.24963/ijcai.2021/557', event);\">\n    Type-WA*: Using Exploration in Bounded Suboptimal Planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cohen, E.; Valenzano, R. A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In Zhou, Z., editor(s), <i>Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021)</i>, pages 4047-4053,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.24963/ijcai.2021/557\"\n     onclick=\"log_download('cohen-valenzano-mcilraith-typewausingexplorationinboundedsuboptimalplanning-2021', 'https://doi.org/10.24963/ijcai.2021/557', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Type-WA*: Using Exploration in Bounded Suboptimal Planning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cohen-valenzano-mcilraith-typewausingexplorationinboundedsuboptimalplanning-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cohen-valenzano-mcilraith-typewausingexplorationinboundedsuboptimalplanning-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{coh-etal-ijcai21,\n  author    = {Eldan Cohen and\n               Richard Anthony Valenzano and\n               Sheila A. McIlraith},\n  editor    = {Zhi{-}Hua Zhou},\n  title     = {Type-WA*: Using Exploration in Bounded Suboptimal Planning},\n  booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial\n               Intelligence ({IJCAI} 2021)},\n  pages     = {4047-4053},\n  year      = {2021},\n  url       = {https://doi.org/10.24963/ijcai.2021/557}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alizadehalamdari-klassen-toroicarte-mcilraith-avoidingnegativesideeffectsbyconsideringothers-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Avoiding Negative Side Effects by Considering Others.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alizadeh Alamdari, P.; Klassen, T. Q.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>NeurIPS 2021 Workshop on Safe and Robust Control of Uncertain Systems</i>,  2021. \n  <span class=\"note\">(More mature version of work appeared at AAMAS 2022.)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alizadehalamdari-klassen-toroicarte-mcilraith-avoidingnegativesideeffectsbyconsideringothers-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alizadehalamdari-klassen-toroicarte-mcilraith-avoidingnegativesideeffectsbyconsideringothers-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{AlizadehAlamdariSafeRL2021avoiding,\n    author    = {Parand {Alizadeh Alamdari} and Toryn Q. Klassen and Rodrigo {Toro Icarte} and Sheila A. McIlraith},\n    title     = {Avoiding Negative Side Effects by Considering Others},\n    booktitle = {NeurIPS 2021 Workshop on Safe and Robust Control of Uncertain Systems},\n    year      = {2021},\n    note = {(More mature version of work appeared at AAMAS 2022.)}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"klassen-mcilraith-planningtoavoidsideeffectspreliminaryreport-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://rbr.cs.umass.edu/r2aw/papers/R2AW_paper_15.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'klassen-mcilraith-planningtoavoidsideeffectspreliminaryreport-2021', 'http://rbr.cs.umass.edu/r2aw/papers/R2AW_paper_15.pdf', event);\">\n    Planning to Avoid Side Effects (Preliminary Report).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Klassen, T. Q.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>IJCAI Workshop on Robust and Reliable Autonomy in the Wild (R2AW)</i>,  2021. \n  <span class=\"note\">(More mature version of work appeared at AAAI 2022.)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://rbr.cs.umass.edu/r2aw/papers/R2AW_paper_15.pdf\"\n     onclick=\"log_download('klassen-mcilraith-planningtoavoidsideeffectspreliminaryreport-2021', 'http://rbr.cs.umass.edu/r2aw/papers/R2AW_paper_15.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning to Avoid Side Effects (Preliminary Report) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/klassen-mcilraith-planningtoavoidsideeffectspreliminaryreport-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('klassen-mcilraith-planningtoavoidsideeffectspreliminaryreport-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{KlassenR2AW2021avoid,\n    author = {Toryn Q. Klassen and Sheila A. McIlraith},\n    title = {Planning to Avoid Side Effects (Preliminary Report)},\n    booktitle = {IJCAI Workshop on Robust and Reliable Autonomy in the Wild (R2AW)},\n    year = {2021},\n    url = {http://rbr.cs.umass.edu/r2aw/papers/R2AW_paper_15.pdf},\n    note = {(More mature version of work appeared at AAAI 2022.)}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-klassen-mcilraith-explainingtheplansofagentsviatheoryofmind-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Explaining the Plans of Agents via Theory of Mind.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shvo, M.; Klassen, T. Q.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>ICAPS Workshop on Explainable AI Planning (XAIP)</i>,  2021. \n  <span class=\"note\">(More mature version of work to appear at ICAPS 2022.)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-klassen-mcilraith-explainingtheplansofagentsviatheoryofmind-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-klassen-mcilraith-explainingtheplansofagentsviatheoryofmind-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ShvoXAIP2021explaining,\n  title={Explaining the Plans of Agents via Theory of Mind},\n  author={Shvo, Maayan and Klassen, Toryn Q. and McIlraith, Sheila A.},\n  booktitle={ICAPS Workshop on Explainable AI Planning (XAIP)},\n  year={2021}, \n  note = {(More mature version of work to appear at ICAPS 2022.)},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"paster-mckinney-mcilraith-ba-blastlatentdynamicsmodelsfrombootstrapping-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://openreview.net/forum?id=VwA_hKnX_kR\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'paster-mckinney-mcilraith-ba-blastlatentdynamicsmodelsfrombootstrapping-2021', 'https://openreview.net/forum?id=VwA_hKnX_kR', event);\">\n    BLAST: Latent Dynamics Models from Bootstrapping.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Paster, K.; McKinney, L. E; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Ba, J.\n</span>\n\n  \n\n</span>\n\n  In <i>NeurIPS 2021 Deep RL Workshop</i>,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://openreview.net/forum?id=VwA_hKnX_kR\"\n     onclick=\"log_download('paster-mckinney-mcilraith-ba-blastlatentdynamicsmodelsfrombootstrapping-2021', 'https://openreview.net/forum?id=VwA_hKnX_kR', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"BLAST: Latent Dynamics Models from Bootstrapping [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/paster-mckinney-mcilraith-ba-blastlatentdynamicsmodelsfrombootstrapping-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('paster-mckinney-mcilraith-ba-blastlatentdynamicsmodelsfrombootstrapping-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{\npaster2021blast,\ntitle={{BLAST}: Latent Dynamics Models from Bootstrapping},\nauthor={Keiran Paster and Lev E McKinney and Sheila A. McIlraith and Jimmy Ba},\nbooktitle={NeurIPS 2021 Deep RL Workshop},\nyear={2021},\nurl={https://openreview.net/forum?id=VwA_hKnX_kR}\n}\n\n\n\n\n\n\n\n\n\n\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2020\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2020')\"\n      onkeypress=\"toggleGroup('group_2020')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2020</span>\n      <span class=\"bibbase_group_count\">\n        \n        (9)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"illanes-yan-toroicarte-mcilraith-symbolicplansashighlevelinstructionsforreinforcementlearning-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/illanes-et-al-icaps20.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'illanes-yan-toroicarte-mcilraith-symbolicplansashighlevelinstructionsforreinforcementlearning-2020', 'https://www.cs.toronto.edu/~sheila/publications/illanes-et-al-icaps20.pdf', event);\">\n    Symbolic Plans as High-Level Instructions for Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Illanes, L.; Yan, X.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS)</i>, pages 540-550,  2020. \n  <span class=\"note\">(Best paper award for abridged version at NeurIPS 2020 KR2ML Workshop)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/illanes-et-al-icaps20.pdf\"\n     onclick=\"log_download('illanes-yan-toroicarte-mcilraith-symbolicplansashighlevelinstructionsforreinforcementlearning-2020', 'https://www.cs.toronto.edu/~sheila/publications/illanes-et-al-icaps20.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Symbolic Plans as High-Level Instructions for Reinforcement Learning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/illanes-yan-toroicarte-mcilraith-symbolicplansashighlevelinstructionsforreinforcementlearning-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>38 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('illanes-yan-toroicarte-mcilraith-symbolicplansashighlevelinstructionsforreinforcementlearning-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ill-et-al-icaps20,\n  title={Symbolic Plans as High-Level Instructions for Reinforcement Learning},\n  author={Illanes, Le{\\&#x27;o}n and Yan, Xi and Toro Icarte, Rodrigo and McIlraith, Sheila},\n  booktitle = {Proceedings of the International Conference on Automated Planning and Scheduling {(ICAPS)}},\n  url={illanes-et-al-icaps20.pdf},\n  year={2020},\n  pages ={540-550},\n  note = {(Best paper award for abridged version at NeurIPS 2020 KR2ML Workshop)}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"middleton-klassen-baier-mcilraith-flataformallanguageautomatontransmogrifier-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  FL-AT: A Formal Language-Automaton Transmogrifier.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Middleton, J.; Klassen, T. Q.; Baier, J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS)</i>,  2020. \n  <span class=\"note\">System Demo.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/middleton-klassen-baier-mcilraith-flataformallanguageautomatontransmogrifier-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('middleton-klassen-baier-mcilraith-flataformallanguageautomatontransmogrifier-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{transmogrifier2020,\n author = {Jaime Middleton and Toryn Q. Klassen and Jorge Baier and Sheila A. McIlraith},\n title = {FL-AT: A Formal Language-Automaton Transmogrifier},\n booktitle = {Proceedings of the International Conference on Automated Planning and Scheduling {(ICAPS)}},\n note = {System Demo.},\n year = {2020}\n }\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-klassen-mcilraith-towardstheroleoftheoryofmindinexplanation-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Towards the Role of Theory of Mind in Explanation.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~maayanshvo/\">Shvo, M.</a>; Klassen, T. Q.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Explainable, Transparent Autonomous Agents and Multi-Agent Systems - Second International Workshop, EXTRAAMAS 2020</i>, volume 12175, of <i>Lecture Notes in Computer Science</i>, pages 75-93,  2020. Springer\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-klassen-mcilraith-towardstheroleoftheoryofmindinexplanation-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>93 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-klassen-mcilraith-towardstheroleoftheoryofmindinexplanation-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{shvo2020role,\n    author = {Maayan Shvo and Toryn Q. Klassen and Sheila A. McIlraith},\n    title = {Towards the Role of Theory of Mind in Explanation},\n    booktitle = {Explainable, Transparent Autonomous Agents and Multi-Agent Systems - Second International Workshop, {EXTRAAMAS} 2020},\n    series = {Lecture Notes in Computer Science},\n    volume = {12175},\n    pages = {75-93},\n    publisher = {Springer},\n    year = {2020},\n    keywords = {epistemic}\n}\n\n \n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"klassen-mcilraith-levesque-changingbeliefsaboutdomaindynamicsinthesituationcalculus-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Changing Beliefs about Domain Dynamics in the Situation Calculus.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Klassen, T. Q.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Levesque, H. J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, KR 2020</i>, pages 572-581,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.24963/kr.2020/57\"\n     onclick=\"log_download('klassen-mcilraith-levesque-changingbeliefsaboutdomaindynamicsinthesituationcalculus-2020', 'http://doi.org/10.24963/kr.2020/57', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/klassen-mcilraith-levesque-changingbeliefsaboutdomaindynamicsinthesituationcalculus-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('klassen-mcilraith-levesque-changingbeliefsaboutdomaindynamicsinthesituationcalculus-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{klassen2020dynamics,\n    author = {Toryn Q. Klassen and Sheila A. McIlraith and Hector J. Levesque},\n    title = {Changing Beliefs about Domain Dynamics in the Situation Calculus},\n    booktitle = {Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, {KR} 2020},\n    pages = {572-581},\n    year = {2020},\n    doi = {10.24963/kr.2020/57},\n    keywords = {epistemic}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-klassen-sohrabi-mcilraith-epistemicplanrecognition-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.ifaamas.org/Proceedings/aamas2020/pdfs/p1251.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shvo-klassen-sohrabi-mcilraith-epistemicplanrecognition-2020', 'http://www.ifaamas.org/Proceedings/aamas2020/pdfs/p1251.pdf', event);\">\n    Epistemic Plan Recognition.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~maayanshvo/\">Shvo, M.</a>; Klassen, T. Q.; <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 19th Conference on Autonomous Agents and Multi-Agent Systems (AAMAS)</i>, pages 1251-1259,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.ifaamas.org/Proceedings/aamas2020/pdfs/p1251.pdf\"\n     onclick=\"log_download('shvo-klassen-sohrabi-mcilraith-epistemicplanrecognition-2020', 'http://www.ifaamas.org/Proceedings/aamas2020/pdfs/p1251.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Epistemic Plan Recognition [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-klassen-sohrabi-mcilraith-epistemicplanrecognition-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>102 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-klassen-sohrabi-mcilraith-epistemicplanrecognition-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{shvo-etal-aamas20,\n  title={Epistemic Plan Recognition},\n  author={Shvo, Maayan and Klassen, Toryn Q., and Sohrabi, Shirin and\nMcIlraith, Sheila A.},\n  booktitle={Proceedings of the 19th Conference on Autonomous Agents\nand Multi-Agent Systems ({AAMAS})},\nurl_paper = {http://www.ifaamas.org/Proceedings/aamas2020/pdfs/p1251.pdf},\n  year={2020},\n  pages = {1251-1259},\n  keywords = {epistemic}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-mcilraith-activegoalrecognition-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Active Goal Recognition.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~maayanshvo/\">Shvo, M.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI)</i>, pages 9957-9966,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-mcilraith-activegoalrecognition-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>55 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-mcilraith-activegoalrecognition-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{shv-mci-aaai20,\n  author    = {Shvo, Maayan and McIlraith, Sheila A.},\n  title     = {Active Goal Recognition},\n   booktitle = {Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI)},\n   pages = {9957-9966},\n  year      = {2020}\n  }\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"christoffersen-li-toroicarte-mcilraith-learningsymbolicrepresentationsforreinforcementlearningofnonmarkovianbehavior-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Learning Symbolic Representations for Reinforcement Learning of Non-Markovian Behavior.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Christoffersen, P. J.; Li, A. C.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML 2020), at NeurIPS</i>,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/christoffersen-li-toroicarte-mcilraith-learningsymbolicrepresentationsforreinforcementlearningofnonmarkovianbehavior-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('christoffersen-li-toroicarte-mcilraith-learningsymbolicrepresentationsforreinforcementlearningofnonmarkovianbehavior-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{christoffersen2020learning,\n  title={Learning Symbolic Representations for Reinforcement Learning of Non-Markovian Behavior},\n  author={Christoffersen, Phillip J.K. and Li, Andrew C. and Toro Icarte, Rodrigo and McIlraith, Sheila A.},\n  booktitle={4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML 2020), at NeurIPS},\n  year={2020}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-li-toroicarte-mcilraith-interpretablesequenceclassificationviadiscreteoptimizationabridgedreport-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Interpretable Sequence Classification via Discrete Optimization (Abridged Report).\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shvo, M.; Li, A. C.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML 2020), at NeurIPS</i>,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-li-toroicarte-mcilraith-interpretablesequenceclassificationviadiscreteoptimizationabridgedreport-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-li-toroicarte-mcilraith-interpretablesequenceclassificationviadiscreteoptimizationabridgedreport-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{shvo2020learning,\n  title={Interpretable Sequence Classification via Discrete Optimization (Abridged Report)},\n  author={Shvo, Maayan and Li, Andrew C. and Toro Icarte, Rodrigo and McIlraith, Sheila A.},\n  booktitle={4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML 2020), at NeurIPS},\n  year={2020}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"illanes-yan-icarte-mcilraith-symbolicplansashighlevelinstructionsforreinforcementlearning-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Symbolic Plans as High-Level Instructions for Reinforcement Learning.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Illanes, L.; Yan, X.; Icarte, R. T.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A</a>\n</span>\n\n  \n\n</span>\n\n  In <i>4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML 2020), at NeurIPS</i>,  2020. \n  <span class=\"note\">(Best Paper Award)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/illanes-yan-icarte-mcilraith-symbolicplansashighlevelinstructionsforreinforcementlearning-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('illanes-yan-icarte-mcilraith-symbolicplansashighlevelinstructionsforreinforcementlearning-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{illanes2020symbolic,\n  title={Symbolic Plans as High-Level Instructions for Reinforcement Learning},\n  author={Illanes, Le{\\&#x27;o}n and Yan, Xi and Icarte, Rodrigo Toro and McIlraith, Sheila A},\nnote = {(Best Paper Award)},\n   booktitle={4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML 2020), at NeurIPS},\n  year={2020} \n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (15)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"toroicarte-waldie-klassen-valenzano-castro-mcilraith-learningrewardmachinesforpartiallyobservablereinforcementlearning-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/toro-et-al-neurips19.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'toroicarte-waldie-klassen-valenzano-castro-mcilraith-learningrewardmachinesforpartiallyobservablereinforcementlearning-2019', 'https://www.cs.toronto.edu/~sheila/publications/toro-et-al-neurips19.pdf', event);\">\n    Learning Reward Machines for Partially Observable Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Toro Icarte, R.; Waldie, E.; Klassen, T.; Valenzano, R.; Castro, M.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Advances in Neural Information Processing Systems (NeurIPS)</i>, pages 15497-15508,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/toro-et-al-neurips19.pdf\"\n     onclick=\"log_download('toroicarte-waldie-klassen-valenzano-castro-mcilraith-learningrewardmachinesforpartiallyobservablereinforcementlearning-2019', 'https://www.cs.toronto.edu/~sheila/publications/toro-et-al-neurips19.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning Reward Machines for Partially Observable Reinforcement Learning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroicarte-waldie-klassen-valenzano-castro-mcilraith-learningrewardmachinesforpartiallyobservablereinforcementlearning-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>29 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroicarte-waldie-klassen-valenzano-castro-mcilraith-learningrewardmachinesforpartiallyobservablereinforcementlearning-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tor-etal-neurips19,\n  title={Learning Reward Machines for Partially Observable Reinforcement Learning},\n  author={Toro Icarte, Rodrigo and Waldie, Ethan and Klassen, Toryn and Valenzano, Rick and Castro, Margarita and McIlraith, Sheila},\n  booktitle={Advances in Neural Information Processing Systems (NeurIPS)},\n  pages={15497-15508},\n  url={toro-et-al-neurips19.pdf},\n  year={2019},\n  keywords = {reward machines, reinforcement learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-mcilraith-towardsempatheticplanning-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/1906.06436.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shvo-mcilraith-towardsempatheticplanning-2019', 'https://arxiv.org/pdf/1906.06436.pdf', event);\">\n    Towards Empathetic Planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~maayanshvo/\">Shvo, M.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2nd Humanizing AI workshop at IJCAI 2019</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/1906.06436.pdf\"\n     onclick=\"log_download('shvo-mcilraith-towardsempatheticplanning-2019', 'https://arxiv.org/pdf/1906.06436.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards Empathetic Planning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-mcilraith-towardsempatheticplanning-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>37 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-mcilraith-towardsempatheticplanning-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{shvo2019towardsempathyplanning,\n  title={Towards Empathetic Planning},\n  author={Shvo, Maayan and McIlraith, Sheila A},\n  booktitle = {Proceedings of the 2nd Humanizing AI workshop at IJCAI 2019},\nurl = {https://arxiv.org/pdf/1906.06436.pdf},\n  year={2019}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-toroicarte-klassen-valenzano-mcilraith-ltlandbeyondformallanguagesforrewardfunctionspecificationinreinforcementlearning-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.ijcai.org/proceedings/2019/0840.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-toroicarte-klassen-valenzano-mcilraith-ltlandbeyondformallanguagesforrewardfunctionspecificationinreinforcementlearning-2019', 'https://www.ijcai.org/proceedings/2019/0840.pdf', event);\">\n    LTL and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Toro Icarte, R.; Klassen, T. Q.; Valenzano, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 6065-6073,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.ijcai.org/proceedings/2019/0840.pdf\"\n     onclick=\"log_download('camacho-toroicarte-klassen-valenzano-mcilraith-ltlandbeyondformallanguagesforrewardfunctionspecificationinreinforcementlearning-2019', 'https://www.ijcai.org/proceedings/2019/0840.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"LTL and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-toroicarte-klassen-valenzano-mcilraith-ltlandbeyondformallanguagesforrewardfunctionspecificationinreinforcementlearning-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>36 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-toroicarte-klassen-valenzano-mcilraith-ltlandbeyondformallanguagesforrewardfunctionspecificationinreinforcementlearning-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-etal-ijcai19,\n    author = {Camacho, Alberto and Toro Icarte, Rodrigo and Klassen, Toryn Q. and Valenzano, Richard and McIlraith, Sheila A.},\n    title     = {{LTL} and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning},\n    booktitle = {Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI)},\n    url = {https://www.ijcai.org/proceedings/2019/0840.pdf},\n    year      = {2019},\n    pages     = {6065-6073},\n    keywords = {reward machines, LTL, reinforcement learning}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-mcilraith-strongfullyobservablenondeterministicplanningwithltlandltlfgoals-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Strong Fully Observable Non-Deterministic Planning with LTL and LTL-f Goals.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 5523-5531,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-mcilraith-strongfullyobservablenondeterministicplanningwithltlandltlfgoals-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>21 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-mcilraith-strongfullyobservablenondeterministicplanningwithltlandltlfgoals-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-mci-ijcai19,\n  author    = {Alberto Camacho and\n               Sheila A. McIlraith},\n  title     = {Strong Fully Observable Non-Deterministic Planning with LTL and LTL-f Goals},\n  booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence ({IJCAI})},\n  year      = {2019},\n  pages     = {5523-5531}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-mcilraith-learninginterpretablemodelsinlineartemporallogic-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Learning Interpretable Models in Linear Temporal Logic.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twenty-Nineth International Conference on Automated Planning and Scheduling (ICAPS)</i>, pages 621-630,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-mcilraith-learninginterpretablemodelsinlineartemporallogic-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-mcilraith-learninginterpretablemodelsinlineartemporallogic-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-mci-icaps19,\n  author    = {Alberto Camacho and\n               Sheila A. McIlraith},\n  title     = {Learning Interpretable Models in Linear Temporal Logic},\n  booktitle = {Proceedings of the Twenty-Nineth International Conference on Automated Planning and Scheduling ({ICAPS})},\n  year      = {2019},\n  pages     = {621-630},\n  keywords = {LTL}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-bienvenu-mcilraith-towardsaunifiedviewofaiplanningandreactivesynthesis-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Towards a Unified View of AI Planning and Reactive Synthesis.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Bienvenu, M.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twenty-Nineth International Conference on Automated Planning and Scheduling (ICAPS)</i>, pages 58-67,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-bienvenu-mcilraith-towardsaunifiedviewofaiplanningandreactivesynthesis-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>9 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-bienvenu-mcilraith-towardsaunifiedviewofaiplanningandreactivesynthesis-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-bie-mci-icaps19,\n  author    = {Alberto Camacho and\n               Meghyn Bienvenu and\n               Sheila A. McIlraith},\n  title     = {Towards a Unified View of AI Planning and Reactive Synthesis},\n  booktitle = {Proceedings of the Twenty-Nineth International Conference on Automated Planning and Scheduling ({ICAPS})},\n  pages     = {58-67},\n  year      = {2019}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"toroicarte-illanes-castro-cire-mcilraith-beck-trainingbinarizedneuralnetworksusingmipandcp-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/toro-et-al-cp19.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'toroicarte-illanes-castro-cire-mcilraith-beck-trainingbinarizedneuralnetworksusingmipandcp-2019', 'https://www.cs.toronto.edu/~sheila/publications/toro-et-al-cp19.pdf', event);\">\n    Training binarized neural networks using MIP and CP.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Toro Icarte, R.; Illanes, L.; Castro, M. P; Cire, A. A; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A</a>;  and Beck, J C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 25th International Conference on Principles and Practice of Constraint Programming (CP)</i>, pages 401-417,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/toro-et-al-cp19.pdf\"\n     onclick=\"log_download('toroicarte-illanes-castro-cire-mcilraith-beck-trainingbinarizedneuralnetworksusingmipandcp-2019', 'https://www.cs.toronto.edu/~sheila/publications/toro-et-al-cp19.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Training binarized neural networks using MIP and CP [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroicarte-illanes-castro-cire-mcilraith-beck-trainingbinarizedneuralnetworksusingmipandcp-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroicarte-illanes-castro-cire-mcilraith-beck-trainingbinarizedneuralnetworksusingmipandcp-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tor-etal-cp19,\n  title={Training binarized neural networks using {MIP} and {CP}},\n  author={Toro Icarte, Rodrigo and Illanes, Le{\\&#x27;o}n and Castro, Margarita P and Cire, Andre A and McIlraith, Sheila A and Beck, J Christopher},\n  booktitle={Proceedings of the 25th International Conference on Principles and Practice of Constraint Programming (CP)},\n  url=toro-et-al-cp19.pdf,\n  pages={401-417},\n  year={2019}}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"illanes-mcilraith-generalizedplanningviaabstractionarbitrarynumbersofobjects-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://aaai.org/ojs/index.php/AAAI/article/view/4754\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'illanes-mcilraith-generalizedplanningviaabstractionarbitrarynumbersofobjects-2019', 'https://aaai.org/ojs/index.php/AAAI/article/view/4754', event);\">\n    Generalized Planning via Abstraction: Arbitrary Numbers of Objects.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Illanes, L.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI)</i>, pages 7610-7618,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://aaai.org/ojs/index.php/AAAI/article/view/4754\"\n     onclick=\"log_download('illanes-mcilraith-generalizedplanningviaabstractionarbitrarynumbersofobjects-2019', 'https://aaai.org/ojs/index.php/AAAI/article/view/4754', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Generalized Planning via Abstraction: Arbitrary Numbers of Objects [link]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/illanes-mcilraith-generalizedplanningviaabstractionarbitrarynumbersofobjects-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('illanes-mcilraith-generalizedplanningviaabstractionarbitrarynumbersofobjects-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ill-mci-aaai19,\n  author    = {Leon Illanes and\n               Sheila A. McIlraith},\n  title     = {Generalized Planning via Abstraction: Arbitrary Numbers of Objects},\n  booktitle = {Proceedings of the 31st AAAI Conference on Artificial Intelligence ({AAAI})},\n  url_paper = {https://aaai.org/ojs/index.php/AAAI/article/view/4754},\n  pages     = {7610-7618},\n  year      = {2019}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-mcilraith-towardsneuralguidedprogramsynthesisoflineartemporallogicspecifications-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Towards Neural-Guided Program Synthesis of Linear Temporal Logic Specifications.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Workshop on Knowledge Representation and Reasoning Meets Machine Learning (KR2ML) at NeurIPS</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-mcilraith-towardsneuralguidedprogramsynthesisoflineartemporallogicspecifications-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>10 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-mcilraith-towardsneuralguidedprogramsynthesisoflineartemporallogicspecifications-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-mci-kr2ml19,\n  author    = {Alberto Camacho and\n               Sheila A. McIlraith},\n  title     = {Towards Neural-Guided Program Synthesis of Linear Temporal Logic Specifications},\n  booktitle = {Workshop on Knowledge Representation and Reasoning Meets Machine Learning (KR2ML) at NeurIPS},\n  year      = {2019},\n  keywords  = {LTL}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-toroicarte-klassen-valenzano-mcilraith-ltlandbeyondformallanguagesforrewardfunctionspecificationinreinforcementlearning-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  LTL and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Toro Icarte, R.; Klassen, T. Q.; Valenzano, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Knowledge Representation and Reasoning Meets Machine Learning workshop at NeurIPS 2019</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-toroicarte-klassen-valenzano-mcilraith-ltlandbeyondformallanguagesforrewardfunctionspecificationinreinforcementlearning-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>36 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-toroicarte-klassen-valenzano-mcilraith-ltlandbeyondformallanguagesforrewardfunctionspecificationinreinforcementlearning-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-etal-kr2ml19,\n  author = {Camacho, Alberto and Toro Icarte, Rodrigo and Klassen, Toryn Q. and Valenzano, Richard and McIlraith, Sheila A.},\n  title     = {{LTL} and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning},\n  booktitle = {Proceedings of the Knowledge Representation and Reasoning Meets Machine Learning workshop at NeurIPS 2019},\n  year      = {2019}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"toroicarte-waldie-klassen-valenzano-castro-mcilraith-learningrewardmachinesforpartiallyobservablereinforcementlearning-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Learning Reward Machines for Partially Observable Reinforcement Learning.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Toro Icarte, R.; Waldie, E.; Klassen, T.; Valenzano, R.; Castro, M.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Optimization Foundations of Reinforcement Learning Workshop at NeurIPS 2019</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroicarte-waldie-klassen-valenzano-castro-mcilraith-learningrewardmachinesforpartiallyobservablereinforcementlearning-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>29 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroicarte-waldie-klassen-valenzano-castro-mcilraith-learningrewardmachinesforpartiallyobservablereinforcementlearning-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tor-etal-opt4rl19,\n  title={Learning Reward Machines for Partially Observable Reinforcement Learning},\n  author={Toro Icarte, Rodrigo and Waldie, Ethan and Klassen, Toryn and Valenzano, Rick and Castro, Margarita and McIlraith, Sheila},\n  booktitle={Proceedings of the Optimization Foundations of Reinforcement Learning Workshop at NeurIPS 2019},\n  year={2019}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"toroicarte-illanes-castro-cire-mcilraith-beck-trainingbinarizedneuralnetworksusingmipandcp-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Training binarized neural networks using MIP and CP.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Toro Icarte, R.; Illanes, L.; Castro, M. P; Cire, A. A; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A</a>;  and Beck, J C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Workshop on Machine Learning with Guarantees at NeurIPS 2019</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroicarte-illanes-castro-cire-mcilraith-beck-trainingbinarizedneuralnetworksusingmipandcp-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroicarte-illanes-castro-cire-mcilraith-beck-trainingbinarizedneuralnetworksusingmipandcp-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tor-etal-ml19,\n  title={Training binarized neural networks using {MIP} and {CP}},\n  author={Toro Icarte, Rodrigo and Illanes, Le{\\&#x27;o}n and Castro, Margarita P and Cire, Andre A and McIlraith, Sheila A and Beck, J Christopher},\n  booktitle={Proceedings of the Workshop on Machine Learning with Guarantees at NeurIPS 2019},\n  year={2019}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"illanes-yan-toroicarte-mcilraith-leveragingsymbolicplanningmodelsinhierarchicalreinforcementlearning-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/illanes-et-al-rldm19.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'illanes-yan-toroicarte-mcilraith-leveragingsymbolicplanningmodelsinhierarchicalreinforcementlearning-2019', 'https://www.cs.toronto.edu/~sheila/publications/illanes-et-al-rldm19.pdf', event);\">\n    Leveraging Symbolic Planning Models in Hierarchical Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Illanes, L.; Yan, X.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Knowledge Representation and Reasoning Meets Machine Learning workshop at NeurIPS 2019</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/illanes-et-al-rldm19.pdf\"\n     onclick=\"log_download('illanes-yan-toroicarte-mcilraith-leveragingsymbolicplanningmodelsinhierarchicalreinforcementlearning-2019', 'https://www.cs.toronto.edu/~sheila/publications/illanes-et-al-rldm19.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Leveraging Symbolic Planning Models in Hierarchical Reinforcement Learning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/illanes-yan-toroicarte-mcilraith-leveragingsymbolicplanningmodelsinhierarchicalreinforcementlearning-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('illanes-yan-toroicarte-mcilraith-leveragingsymbolicplanningmodelsinhierarchicalreinforcementlearning-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ill-etal-kr2ml19,\n  title={Leveraging Symbolic Planning Models in Hierarchical Reinforcement Learning},\n  author={Illanes, Le{\\&#x27;o}n and Yan, Xi and Toro Icarte, Rodrigo and McIlraith, Sheila},\n  booktitle = {Proceedings of the Knowledge Representation and Reasoning Meets Machine Learning workshop at NeurIPS 2019},\n  url={illanes-et-al-rldm19.pdf},\n  year={2019},\n  keywords = {reward machines, reinforcement learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"toroicarte-waldie-klassen-valenzano-castro-mcilraith-searchingformarkoviansubproblemstoaddresspartiallyobservablereinforcementlearning-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/toro-et-al-lrm-rldm19.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'toroicarte-waldie-klassen-valenzano-castro-mcilraith-searchingformarkoviansubproblemstoaddresspartiallyobservablereinforcementlearning-2019', 'https://www.cs.toronto.edu/~sheila/publications/toro-et-al-lrm-rldm19.pdf', event);\">\n    Searching for Markovian Subproblems to Address Partially Observable Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Toro Icarte, R.; Waldie, E.; Klassen, T.; Valenzano, R.; Castro, M.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 4th Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)</i>, pages 22-26,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/toro-et-al-lrm-rldm19.pdf\"\n     onclick=\"log_download('toroicarte-waldie-klassen-valenzano-castro-mcilraith-searchingformarkoviansubproblemstoaddresspartiallyobservablereinforcementlearning-2019', 'https://www.cs.toronto.edu/~sheila/publications/toro-et-al-lrm-rldm19.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Searching for Markovian Subproblems to Address Partially Observable Reinforcement Learning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroicarte-waldie-klassen-valenzano-castro-mcilraith-searchingformarkoviansubproblemstoaddresspartiallyobservablereinforcementlearning-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroicarte-waldie-klassen-valenzano-castro-mcilraith-searchingformarkoviansubproblemstoaddresspartiallyobservablereinforcementlearning-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tor-etal-rldm19,\n  title={Searching for Markovian Subproblems to Address Partially Observable Reinforcement Learning},\n  author={Toro Icarte, Rodrigo and Waldie, Ethan and Klassen, Toryn and Valenzano, Rick and Castro, Margarita and McIlraith, Sheila},\n  booktitle={Proceedings of the 4th Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)},\n  url={toro-et-al-lrm-rldm19.pdf},\n  pages={22-26},\n  year={2019}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"illanes-yan-toroicarte-mcilraith-symbolicplanningandmodelfreereinforcementlearningtrainingtaskableagents-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Symbolic Planning and Model-Free Reinforcement Learning: Training Taskable Agents.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Illanes, L.; Yan, X.; Toro Icarte, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 4th Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)</i>, pages 191-195,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/illanes-yan-toroicarte-mcilraith-symbolicplanningandmodelfreereinforcementlearningtrainingtaskableagents-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('illanes-yan-toroicarte-mcilraith-symbolicplanningandmodelfreereinforcementlearningtrainingtaskableagents-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ill-etal-rldm19,\n  title={Symbolic Planning and Model-Free Reinforcement Learning: Training Taskable Agents},\n  author={Illanes, Le{\\&#x27;o}n and Yan, Xi and Toro Icarte, Rodrigo and McIlraith, Sheila},\n  booktitle = {Proceedings of the 4th Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)},\n  pages={191-195},\n  year={2019}\n  }\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2018\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2018')\"\n      onkeypress=\"toggleGroup('group_2018')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2018</span>\n      <span class=\"bibbase_group_count\">\n        \n        (12)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"camacho-bienvenu-mcilraith-finiteltlsynthesiswithenvironmentassumptionsandqualitymeasures-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.cs.toronto.edu/~acamacho/papers/cam-bie-mci-kr18.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-bienvenu-mcilraith-finiteltlsynthesiswithenvironmentassumptionsandqualitymeasures-2018', 'http://www.cs.toronto.edu/~acamacho/papers/cam-bie-mci-kr18.pdf', event);\">\n    Finite LTL Synthesis with Environment Assumptions and Quality Measures.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Bienvenu, M.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Sixteenth International Conference on Principles of Knowledge Representation and Reasoning (KR)</i>, pages 454-463,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.cs.toronto.edu/~acamacho/papers/cam-bie-mci-kr18.pdf\"\n     onclick=\"log_download('camacho-bienvenu-mcilraith-finiteltlsynthesiswithenvironmentassumptionsandqualitymeasures-2018', 'http://www.cs.toronto.edu/~acamacho/papers/cam-bie-mci-kr18.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Finite LTL Synthesis with Environment Assumptions and Quality Measures [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-bienvenu-mcilraith-finiteltlsynthesiswithenvironmentassumptionsandqualitymeasures-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>18 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-bienvenu-mcilraith-finiteltlsynthesiswithenvironmentassumptionsandqualitymeasures-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-bie-mci-kr18,\n  author    = {Alberto Camacho and\n               Meghyn Bienvenu and\n               Sheila A. McIlraith},\n  title     = {Finite {LTL} Synthesis with Environment Assumptions and Quality Measures},\n  booktitle = {Proceedings of the Sixteenth International Conference on Principles of Knowledge Representation and Reasoning ({KR})},\n  pages     = {454-463},\n  year      = {2018},\n  url_paper = {http://www.cs.toronto.edu/~acamacho/papers/cam-bie-mci-kr18.pdf},\n  keywords  = {LTL}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"klassen-mcilraith-levesque-specifyingplausibilitylevelsforiteratedbeliefchangeinthesituationcalculus-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Specifying Plausibility Levels for Iterated Belief Change in the Situation Calculus.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Klassen, T. Q.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Levesque, H. J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Sixteenth International Conference on Principles of Knowledge Representation and Reasoning (KR)</i>, pages 257-266,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/klassen-mcilraith-levesque-specifyingplausibilitylevelsforiteratedbeliefchangeinthesituationcalculus-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('klassen-mcilraith-levesque-specifyingplausibilitylevelsforiteratedbeliefchangeinthesituationcalculus-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{KlassenKR2018plausibility,\n    author    = {Toryn Q. Klassen and Sheila A. McIlraith and Hector J. Levesque},\n    title     = {Specifying Plausibility Levels for Iterated Belief Change in the Situation Calculus},\n    booktitle = {Proceedings of the Sixteenth International Conference on Principles of Knowledge Representation and Reasoning ({KR})},\n    pages     = {257-266},\n    year      = {2018},\n    keywords  = {epistemic}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"toroicarte-klassen-valenzano-mcilraith-usingrewardmachinesforhighleveltaskspecificationanddecompositioninreinforcementlearning-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://proceedings.mlr.press/v80/icarte18a.html\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'toroicarte-klassen-valenzano-mcilraith-usingrewardmachinesforhighleveltaskspecificationanddecompositioninreinforcementlearning-2018', 'http://proceedings.mlr.press/v80/icarte18a.html', event);\">\n    Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~toryn/test/publications/reward_machines.html\">Toro Icarte, R.</a>; Klassen, T. Q.; Valenzano, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 35th International Conference on Machine Learning (ICML)</i>, pages 2112-2121,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://proceedings.mlr.press/v80/icarte18a.html\"\n     onclick=\"log_download('toroicarte-klassen-valenzano-mcilraith-usingrewardmachinesforhighleveltaskspecificationanddecompositioninreinforcementlearning-2018', 'http://proceedings.mlr.press/v80/icarte18a.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://bitbucket.org/RToroIcarte/qrm\"\n     onclick=\"log_download('toroicarte-klassen-valenzano-mcilraith-usingrewardmachinesforhighleveltaskspecificationanddecompositioninreinforcementlearning-2018', 'https://bitbucket.org/RToroIcarte/qrm', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning [link]\"\n       title=\" code\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> code</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroicarte-klassen-valenzano-mcilraith-usingrewardmachinesforhighleveltaskspecificationanddecompositioninreinforcementlearning-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>39 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroicarte-klassen-valenzano-mcilraith-usingrewardmachinesforhighleveltaskspecificationanddecompositioninreinforcementlearning-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tor-etal-icml18,\n  author = {Rodrigo {Toro Icarte} and\n            Toryn Q. Klassen and\n            Richard Valenzano and\n            Sheila A. McIlraith},\n  title     = {Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning},\n  booktitle = {Proceedings of the 35th International Conference on Machine Learning (ICML)},\n  year      = {2018},\n  url = {http://proceedings.mlr.press/v80/icarte18a.html},\n  url_code = {https://bitbucket.org/RToroIcarte/qrm},\n  pages     = {2112-2121},\n  keywords = {reward machines, reinforcement learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"toroicarte-klassen-valenzano-mcilraith-teachingmultipletaskstoanrlagentusingltl-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://ifaamas.org/Proceedings/aamas2018/pdfs/p452.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'toroicarte-klassen-valenzano-mcilraith-teachingmultipletaskstoanrlagentusingltl-2018', 'http://ifaamas.org/Proceedings/aamas2018/pdfs/p452.pdf', event);\">\n    Teaching Multiple Tasks to an RL Agent using LTL.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~toryn/test/publications/reward_machines.html\">Toro Icarte, R.</a>; Klassen, T.; Valenzano, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>AAMAS</i>, pages 452-461,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://ifaamas.org/Proceedings/aamas2018/pdfs/p452.pdf\"\n     onclick=\"log_download('toroicarte-klassen-valenzano-mcilraith-teachingmultipletaskstoanrlagentusingltl-2018', 'http://ifaamas.org/Proceedings/aamas2018/pdfs/p452.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Teaching Multiple Tasks to an RL Agent using LTL [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://bitbucket.org/RToroIcarte/lpopl\"\n     onclick=\"log_download('toroicarte-klassen-valenzano-mcilraith-teachingmultipletaskstoanrlagentusingltl-2018', 'https://bitbucket.org/RToroIcarte/lpopl', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Teaching Multiple Tasks to an RL Agent using LTL [link]\"\n       title=\" code\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> code</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroicarte-klassen-valenzano-mcilraith-teachingmultipletaskstoanrlagentusingltl-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>19 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroicarte-klassen-valenzano-mcilraith-teachingmultipletaskstoanrlagentusingltl-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tor-etal-aamas18,\n  author = {Rodrigo {Toro Icarte} and\n               Toryn Klassen and\n               Richard Valenzano and\n               Sheila A. McIlraith},\n  title     = {Teaching Multiple Tasks to an RL Agent using LTL},\n  booktitle = {AAMAS},\n  url_paper = {http://ifaamas.org/Proceedings/aamas2018/pdfs/p452.pdf},\n  url_code  = {https://bitbucket.org/RToroIcarte/lpopl},\n  year      = {2018},\n  pages     = {452-461},\n  keywords  = {LTL, reinforcement learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-baier-muise-mcilraith-finiteltlsynthesisasplanning-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-icaps18.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-baier-muise-mcilraith-finiteltlsynthesisasplanning-2018', 'http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-icaps18.pdf', event);\">\n    Finite LTL Synthesis as Planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Baier, J. A.; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C. J.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twenty-Eight International Conference on Automated Planning and Scheduling (ICAPS)</i>, pages 29-38,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-icaps18.pdf\"\n     onclick=\"log_download('camacho-baier-muise-mcilraith-finiteltlsynthesisasplanning-2018', 'http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-icaps18.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Finite LTL Synthesis as Planning [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-baier-muise-mcilraith-finiteltlsynthesisasplanning-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>27 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-baier-muise-mcilraith-finiteltlsynthesisasplanning-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-bai-mui-mci-icaps18,\n  author    = {Alberto Camacho and\n               Jorge A. Baier and\n               Christian J. Muise and\n               Sheila A. McIlraith},\n  title     = {Finite {LTL} Synthesis as Planning},\n  booktitle = {Proceedings of the Twenty-Eight International Conference on\nAutomated Planning and Scheduling ({ICAPS})},\n  pages     = {29-38},\n  year      = {2018},\n  url_paper =\n{http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-icaps18.pdf},\n  keywords  = {LTL, planning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-muise-baier-mcilraith-ltlrealizabilityviasafetyandreachabilitygames-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.ijcai.org/proceedings/2018/0651.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-muise-baier-mcilraith-ltlrealizabilityviasafetyandreachabilitygames-2018', 'https://www.ijcai.org/proceedings/2018/0651.pdf', event);\">\n    LTL Realizability via Safety and Reachability Games.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C. J.</a>; Baier, J. A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 4683-4691,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.ijcai.org/proceedings/2018/0651.pdf\"\n     onclick=\"log_download('camacho-muise-baier-mcilraith-ltlrealizabilityviasafetyandreachabilitygames-2018', 'https://www.ijcai.org/proceedings/2018/0651.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"LTL Realizability via Safety and Reachability Games [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-muise-baier-mcilraith-ltlrealizabilityviasafetyandreachabilitygames-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-muise-baier-mcilraith-ltlrealizabilityviasafetyandreachabilitygames-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-mui-bai-mci-ijcai18,\n  author    = {Alberto Camacho and\n               Christian J. Muise and\n               Jorge A. Baier and\n               Sheila A. McIlraith},\n  title     = {{LTL} Realizability via Safety and Reachability Games},\n  booktitle = {Proceedings of the Twenty-Seventh International Joint\nConference on Artificial Intelligence ({IJCAI})},\n  pages     = {4683-4691},\n  year      = {2018},\n  url_paper = {https://www.ijcai.org/proceedings/2018/0651.pdf},\n  keywords  = {LTL}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-muise-baier-mcilraith-synkitltlsynthesisasaservice-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.ijcai.org/proceedings/2018/0848.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-muise-baier-mcilraith-synkitltlsynthesisasaservice-2018', 'https://www.ijcai.org/proceedings/2018/0848.pdf', event);\">\n    SynKit: LTL Synthesis as a Service.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C. J.</a>; Baier, J. A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Demonstration Track at the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 5817-5819,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.ijcai.org/proceedings/2018/0848.pdf\"\n     onclick=\"log_download('camacho-muise-baier-mcilraith-synkitltlsynthesisasaservice-2018', 'https://www.ijcai.org/proceedings/2018/0848.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"SynKit: LTL Synthesis as a Service [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-muise-baier-mcilraith-synkitltlsynthesisasaservice-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>10 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-muise-baier-mcilraith-synkitltlsynthesisasaservice-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-mui-bai-mci-ijcai18demo,\n  author    = {Alberto Camacho and\n               Christian J. Muise and\n               Jorge A. Baier and\n               Sheila A. McIlraith},\n  title     = {{SynKit}: {LTL} Synthesis as a Service},\n  booktitle = {Demonstration Track at the Twenty-Seventh International\nJoint Conference on Artificial Intelligence ({IJCAI})},\n  year      = {2018},\n  pages     = {5817-5819},\n  url_paper = {https://www.ijcai.org/proceedings/2018/0848.pdf},\n  keywords  = {LTL}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-muise-baier-mcilraith-synkitfiniteltlsynthesisasaservice-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://icaps18.icaps-conference.org/fileadmin/alg/conferences/icaps18/files/demos/2_SynKit_Demo_ICAPS_18.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-muise-baier-mcilraith-synkitfiniteltlsynthesisasaservice-2018', 'http://icaps18.icaps-conference.org/fileadmin/alg/conferences/icaps18/files/demos/2_SynKit_Demo_ICAPS_18.pdf', event);\">\n    SynKit: Finite LTL Synthesis as a Service.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C. J.</a>; Baier, J. A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>System Demonstrations at the Twenty-Eight International Conference on Automated Planning and Scheduling (ICAPS)</i>,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://icaps18.icaps-conference.org/fileadmin/alg/conferences/icaps18/files/demos/2_SynKit_Demo_ICAPS_18.pdf\"\n     onclick=\"log_download('camacho-muise-baier-mcilraith-synkitfiniteltlsynthesisasaservice-2018', 'http://icaps18.icaps-conference.org/fileadmin/alg/conferences/icaps18/files/demos/2_SynKit_Demo_ICAPS_18.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"SynKit: Finite LTL Synthesis as a Service [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-muise-baier-mcilraith-synkitfiniteltlsynthesisasaservice-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-muise-baier-mcilraith-synkitfiniteltlsynthesisasaservice-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-mui-bai-mci-icaps18demo,\n  author    = {Alberto Camacho and\n               Christian J. Muise and\n               Jorge A. Baier and\n               Sheila A. McIlraith},\n  title     = {{SynKit}: Finite {LTL} Synthesis as a Service},\n  booktitle = {System Demonstrations at the Twenty-Eight International\nConference on Automated Planning and Scheduling ({ICAPS})},\n  year      = {2018},\n  url_paper =\n{http://icaps18.icaps-conference.org/fileadmin/alg/conferences/icaps18/files/demos/2_SynKit_Demo_ICAPS_18.pdf},\n  keywords  = {LTL}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"toroicarte-klassen-valenzano-mcilraith-advicebasedexplorationinmodelbasedreinforcementlearning-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://link.springer.com/chapter/10.1007/978-3-319-89656-4_6\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'toroicarte-klassen-valenzano-mcilraith-advicebasedexplorationinmodelbasedreinforcementlearning-2018', 'https://link.springer.com/chapter/10.1007/978-3-319-89656-4_6', event);\">\n    Advice-Based Exploration in Model-Based Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Toro Icarte, R.; Klassen, T. Q.; Valenzano, R. A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Advances in Artificial Intelligence - 31st Canadian Conference on Artificial Intelligence, Canadian AI 2018, Toronto, ON, Canada, May 8-11, 2018, Proceedings</i>, pages 72-83,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://link.springer.com/chapter/10.1007/978-3-319-89656-4_6\"\n     onclick=\"log_download('toroicarte-klassen-valenzano-mcilraith-advicebasedexplorationinmodelbasedreinforcementlearning-2018', 'https://link.springer.com/chapter/10.1007/978-3-319-89656-4_6', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Advice-Based Exploration in Model-Based Reinforcement Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroicarte-klassen-valenzano-mcilraith-advicebasedexplorationinmodelbasedreinforcementlearning-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroicarte-klassen-valenzano-mcilraith-advicebasedexplorationinmodelbasedreinforcementlearning-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{icarte-etal-cai18,\n  author    = {Rodrigo {Toro Icarte} and\n               Toryn Q. Klassen and\n               Richard Anthony Valenzano and\n               Sheila A. McIlraith},\n  title     = {Advice-Based Exploration in Model-Based Reinforcement Learning},\n  booktitle = {Advances in Artificial Intelligence - 31st Canadian Conference on\n               Artificial Intelligence, Canadian {AI} 2018, Toronto, ON, Canada,\n               May 8-11, 2018, Proceedings},\n  pages     = {72-83},\n  url = {https://link.springer.com/chapter/10.1007/978-3-319-89656-4_6},\n  year      = {2018},\n  keywords  = {LTL, reinforcement learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshapingextendedversion-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~acamacho/papers/cam-che-san-mci-goalsrl18.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshapingextendedversion-2018', 'https://www.cs.toronto.edu/~acamacho/papers/cam-che-san-mci-goalsrl18.pdf', event);\">\n    Non-Markovian Rewards Expressed in LTL: Guiding Search Via Reward Shaping (Extended Version).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Chen, O.; Sanner, S.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>First Workshop on Goal Specifications for Reinforcement Learning, co-located with ICML,IJCAI</i>,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~acamacho/papers/cam-che-san-mci-goalsrl18.pdf\"\n     onclick=\"log_download('camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshapingextendedversion-2018', 'https://www.cs.toronto.edu/~acamacho/papers/cam-che-san-mci-goalsrl18.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Non-Markovian Rewards Expressed in LTL: Guiding Search Via Reward Shaping (Extended Version) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshapingextendedversion-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>16 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshapingextendedversion-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-che-san-mci-goalsrl18,\n  author    = {Alberto Camacho and\n               Oscar Chen and\n               Scott Sanner and\n               Sheila A. McIlraith},\n  title     = {Non-Markovian Rewards Expressed in {LTL}: Guiding Search Via Reward Shaping (Extended Version)},\n  booktitle = {First Workshop on Goal Specifications for Reinforcement Learning, co-located with {ICML},{IJCAI}},\n  year      = {2018},\n  url = {https://www.cs.toronto.edu/~acamacho/papers/cam-che-san-mci-goalsrl18.pdf},\n  keywords  = {LTL}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-baier-muise-mcilraith-synthesizingcontrollersonthecorrespondencebetweenltlsynthesisandnondeterministicplanning-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-cai2018.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-baier-muise-mcilraith-synthesizingcontrollersonthecorrespondencebetweenltlsynthesisandnondeterministicplanning-2018', 'http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-cai2018.pdf', event);\">\n    Synthesizing Controllers: On the Correspondence Between LTL Synthesis and Non-deterministic Planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Baier, J. A.; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C. J.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Advances in Artificial Intelligence - Proceedings of the Thirty-First Canadian Conference on Artificial Intelligence (CCAI)</i>, pages 45-59,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/978-3-319-89656-4_4\"\n     onclick=\"log_download('camacho-baier-muise-mcilraith-synthesizingcontrollersonthecorrespondencebetweenltlsynthesisandnondeterministicplanning-2018', 'https://doi.org/10.1007/978-3-319-89656-4_4', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Synthesizing Controllers: On the Correspondence Between LTL Synthesis and Non-deterministic Planning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-cai2018.pdf\"\n     onclick=\"log_download('camacho-baier-muise-mcilraith-synthesizingcontrollersonthecorrespondencebetweenltlsynthesisandnondeterministicplanning-2018', 'http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-cai2018.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Synthesizing Controllers: On the Correspondence Between LTL Synthesis and Non-deterministic Planning [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-baier-muise-mcilraith-synthesizingcontrollersonthecorrespondencebetweenltlsynthesisandnondeterministicplanning-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-baier-muise-mcilraith-synthesizingcontrollersonthecorrespondencebetweenltlsynthesisandnondeterministicplanning-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-bai-mui-mci-ccai18,\n  author    = {Alberto Camacho and\n               Jorge A. Baier and\n               Christian J. Muise and\n               Sheila A. McIlraith},\n  title     = {Synthesizing Controllers: On the Correspondence Between\n{LTL} Synthesis and Non-deterministic Planning},\n  booktitle = {Advances in Artificial Intelligence - Proceedings of the\nThirty-First Canadian Conference on Artificial Intelligence ({CCAI})},\n  pages     = {45-59},\n  year      = {2018},\n  url       = {https://doi.org/10.1007/978-3-319-89656-4_4},\n  url_paper =\n{http://www.cs.toronto.edu/~acamacho/papers/cam-bai-mui-mci-cai2018.pdf},\n  keywords  = {LTL}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-sohrabi-mcilraith-anaiplanningbasedapproachtothemultiagentplanrecognitionproblem-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.cs.toronto.edu/~maayanshvo/ShvoSohrabiMcIlraithCAI2018.pdf [www.cs.toronto.edu]\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shvo-sohrabi-mcilraith-anaiplanningbasedapproachtothemultiagentplanrecognitionproblem-2018', 'http://www.cs.toronto.edu/~maayanshvo/ShvoSohrabiMcIlraithCAI2018.pdf [www.cs.toronto.edu]', event);\">\n    An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~maayanshvo/\">Shvo, M.</a>; <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Thirty-First Canadian Conference on Artificial Intelligence (CCAI)</i>, pages 253-258,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.cs.toronto.edu/~maayanshvo/ShvoSohrabiMcIlraithCAI2018.pdf [www.cs.toronto.edu]\"\n     onclick=\"log_download('shvo-sohrabi-mcilraith-anaiplanningbasedapproachtothemultiagentplanrecognitionproblem-2018', 'http://www.cs.toronto.edu/~maayanshvo/ShvoSohrabiMcIlraithCAI2018.pdf [www.cs.toronto.edu]', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-sohrabi-mcilraith-anaiplanningbasedapproachtothemultiagentplanrecognitionproblem-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>9 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-sohrabi-mcilraith-anaiplanningbasedapproachtothemultiagentplanrecognitionproblem-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ShvoSohrabiMcIlraithCAI2018,\n author = {Maayan Shvo and Shirin Sohrabi and Sheila A. McIlraith},\n title = {An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem},\n booktitle = {Proceedings of the Thirty-First Canadian Conference on Artificial Intelligence ({CCAI})},\n year = {2018},\nurl = {http://www.cs.toronto.edu/~maayanshvo/ShvoSohrabiMcIlraithCAI2018.pdf [www.cs.toronto.edu]},\n pages = {253-258}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2017\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2017')\"\n      onkeypress=\"toggleGroup('group_2017')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2017</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"baral-bolander-vanditmarsch-mcilraith-epistemicplanningdagstuhlseminar17231-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.4230/DagRep.7.6.1\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baral-bolander-vanditmarsch-mcilraith-epistemicplanningdagstuhlseminar17231-2017', 'https://doi.org/10.4230/DagRep.7.6.1', event);\">\n    Epistemic Planning (Dagstuhl Seminar 17231).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Baral, C.; Bolander, T.; van Ditmarsch, H.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Dagstuhl Reports</i>, 7(6): 1-47.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.4230/DagRep.7.6.1\"\n     onclick=\"log_download('baral-bolander-vanditmarsch-mcilraith-epistemicplanningdagstuhlseminar17231-2017', 'https://doi.org/10.4230/DagRep.7.6.1', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Epistemic Planning (Dagstuhl Seminar 17231) [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baral-bolander-vanditmarsch-mcilraith-epistemicplanningdagstuhlseminar17231-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baral-bolander-vanditmarsch-mcilraith-epistemicplanningdagstuhlseminar17231-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{bar-etal-dagstuhl17,\n  author    = {Chitta Baral and\n               Thomas Bolander and\n               Hans van Ditmarsch and\n               Sheila A. McIlraith},\n  title     = {Epistemic Planning (Dagstuhl Seminar 17231)},\n  journal   = {Dagstuhl Reports},\n  volume    = {7},\n  number    = {6},\n  pages     = {1-47},\n  year      = {2017},\n  url       = {https://doi.org/10.4230/DagRep.7.6.1},\n  keywords  = {epistemic, planning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"illanes-mcilraith-numericplanningviaabstractionandpolicyguidedsearch-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.24963/ijcai.2017/606\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'illanes-mcilraith-numericplanningviaabstractionandpolicyguidedsearch-2017', 'https://doi.org/10.24963/ijcai.2017/606', event);\">\n    Numeric Planning via Abstraction and Policy Guided Search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Illanes, L.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017</i>, pages 4338-4345,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.24963/ijcai.2017/606\"\n     onclick=\"log_download('illanes-mcilraith-numericplanningviaabstractionandpolicyguidedsearch-2017', 'https://doi.org/10.24963/ijcai.2017/606', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Numeric Planning via Abstraction and Policy Guided Search [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/illanes-mcilraith-numericplanningviaabstractionandpolicyguidedsearch-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('illanes-mcilraith-numericplanningviaabstractionandpolicyguidedsearch-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ill-mci-ijcai17,\n  author    = {Leon Illanes and\n               Sheila A. McIlraith},\n  title     = {Numeric Planning via Abstraction and Policy Guided Search},\n  booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on\n               Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August\n               19-25, 2017},\n  pages     = {4338-4345},\n  year      = {2017},\n  url       = {https://doi.org/10.24963/ijcai.2017/606}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"klassen-levesque-mcilraith-towardsrepresentingwhatreadersoffictionbelieve-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://ceur-ws.org/Vol-2052/paper12.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'klassen-levesque-mcilraith-towardsrepresentingwhatreadersoffictionbelieve-2017', 'http://ceur-ws.org/Vol-2052/paper12.pdf', event);\">\n    Towards Representing What Readers of Fiction Believe.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Klassen, T. Q.; Levesque, H. J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Thirteenth International Symposium on Commonsense Reasoning, COMMONSENSE 2017, London, UK, November 6-8, 2017.</i>,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://ceur-ws.org/Vol-2052/paper12.pdf\"\n     onclick=\"log_download('klassen-levesque-mcilraith-towardsrepresentingwhatreadersoffictionbelieve-2017', 'http://ceur-ws.org/Vol-2052/paper12.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards Representing What Readers of Fiction Believe [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/klassen-levesque-mcilraith-towardsrepresentingwhatreadersoffictionbelieve-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('klassen-levesque-mcilraith-towardsrepresentingwhatreadersoffictionbelieve-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{kla-lev-mci-cs17,\n  author    = {Toryn Q. Klassen and\n               Hector J. Levesque and\n               Sheila A. McIlraith},\n  title     = {Towards Representing What Readers of Fiction Believe},\n  booktitle = {Proceedings of the Thirteenth International Symposium on Commonsense\n               Reasoning, {COMMONSENSE} 2017, London, UK, November 6-8, 2017.},\n  year      = {2017},\n  url       = {http://ceur-ws.org/Vol-2052/paper12.pdf}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-baier-muise-mcilraith-bridgingthegapbetweenltlsynthesisandautomatedplanning-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-genplan17.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-baier-muise-mcilraith-bridgingthegapbetweenltlsynthesisandautomatedplanning-2017', 'http://www.cs.toronto.edu/~sheila/publications/cam-etal-genplan17.pdf', event);\">\n    Bridging the Gap Between LTL Synthesis and Automated Planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Baier, J. A.; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C. J.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Workshop on Generalized Planning (GenPlan'17)</i>,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-genplan17.pdf\"\n     onclick=\"log_download('camacho-baier-muise-mcilraith-bridgingthegapbetweenltlsynthesisandautomatedplanning-2017', 'http://www.cs.toronto.edu/~sheila/publications/cam-etal-genplan17.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bridging the Gap Between LTL Synthesis and Automated Planning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-baier-muise-mcilraith-bridgingthegapbetweenltlsynthesisandautomatedplanning-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-baier-muise-mcilraith-bridgingthegapbetweenltlsynthesisandautomatedplanning-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-bai-mui-mci-genplan17,\n  author    = {Alberto Camacho and\n               Jorge A. Baier and\n               Christian J. Muise and\n               Sheila A. McIlraith},\n  title     = {Bridging the Gap Between {LTL} Synthesis and Automated Planning},\n  booktitle = {Workshop on Generalized Planning ({GenPlan}&#x27;17)},\nurl = {http://www.cs.toronto.edu/~sheila/publications/cam-etal-genplan17.pdf},\n  year      = {2017}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshaping-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshaping-2017', 'http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf', event);\">\n    Non-Markovian Rewards Expressed in LTL: Guiding Search Via Reward Shaping.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Chen, O.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Tenth International Symposium on Combinatorial Search (SoCS)</i>, pages 159-160,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf\"\n     onclick=\"log_download('camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshaping-2017', 'http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Non-Markovian Rewards Expressed in LTL: Guiding Search Via Reward Shaping [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshaping-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-chen-sanner-mcilraith-nonmarkovianrewardsexpressedinltlguidingsearchviarewardshaping-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-che-san-mci-socs17,\n  author    = {Alberto Camacho and\n               Oscar Chen and\n               Scott Sanner and\n               Sheila A. McIlraith},\n  title     = {Non-Markovian Rewards Expressed in {LTL:} Guiding Search Via Reward Shaping},\n  booktitle = {Proceedings of the Tenth International Symposium on Combinatorial Search ({SoCS})},\nurl = {http://www.cs.toronto.edu/~sheila/publications/cam-etal-socs17.pdf},\n  pages     = {159-160},\n  year      = {2017}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"toroicarte-klassen-valenzano-mcilraith-usingadviceinmodelbasedreinforcementlearning-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Using Advice in Model-Based Reinforcement Learning.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~toryn/test/publications/reward_machines.html\">Toro Icarte, R.</a>; Klassen, T.; Valenzano, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)</i>, pages 199-203,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toroicarte-klassen-valenzano-mcilraith-usingadviceinmodelbasedreinforcementlearning-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toroicarte-klassen-valenzano-mcilraith-usingadviceinmodelbasedreinforcementlearning-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tor-etal-rldm17,\n  author    = {Rodrigo {Toro Icarte} and\n               Toryn Klassen and\n               Richard Valenzano and\n               Sheila A. McIlraith},\n  title     = {Using Advice in Model-Based Reinforcement Learning},\n  booktitle = {Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making ({RLDM})},\n  pages={199-203},\n  year      = {2017}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsfromltltoautomatabasedrewardshaping-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsfromltltoautomatabasedrewardshaping-2017', 'http://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf', event);\">\n    Decision-Making with Non-Markovian Rewards: From LTL to automata-based reward shaping.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Chen, O.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)</i>, pages 279-283,  2017. \n  <span class=\"note\">See also University of Toronto Technical Report CSRG-632</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf\"\n     onclick=\"log_download('camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsfromltltoautomatabasedrewardshaping-2017', 'http://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Decision-Making with Non-Markovian Rewards: From LTL to automata-based reward shaping [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsfromltltoautomatabasedrewardshaping-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsfromltltoautomatabasedrewardshaping-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-che-san-mci-rldm17,\n  author    = {Alberto Camacho and\n               Oscar Chen and\n               Scott Sanner and\n               Sheila A. McIlraith},\n  title     = {Decision-Making with Non-Markovian Rewards: From {LTL} to automata-based reward shaping},\n  booktitle = {Proceedings of the Multi-disciplinary Conference on Reinforcement Learning and Decision Making ({RLDM})},\n  pages={279-283},\nurl = {http://ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf},\n  year      = {2017},\n  note = {See also University of Toronto Technical Report CSRG-632}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsguidingsearchviaautomatabasedrewardshaping-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsguidingsearchviaautomatabasedrewardshaping-2017', 'https://www.cs.toronto.edu/~sheila/publications/ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf', event);\">\n    Decision-Making with Non-Markovian Rewards: Guiding search via automata-Based reward shaping.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Chen, O.; <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  Technical Report CSRG-632, Department of Computer Science, University of Toronto, June 2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf\"\n     onclick=\"log_download('camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsguidingsearchviaautomatabasedrewardshaping-2017', 'https://www.cs.toronto.edu/~sheila/publications/ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Decision-Making with Non-Markovian Rewards: Guiding search via automata-Based reward shaping [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsguidingsearchviaautomatabasedrewardshaping-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-chen-sanner-mcilraith-decisionmakingwithnonmarkovianrewardsguidingsearchviaautomatabasedrewardshaping-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@techreport{cam-che-san-mci-tr17,\n  title = {Decision-Making with Non-Markovian Rewards: Guiding search via\nautomata-Based reward shaping},\n  author    = {Alberto Camacho and\n               Oscar Chen and\n               Scott Sanner and\n               Sheila A. McIlraith},\n  url =\n{ftp.cs.toronto.edu/csrg-technical-reports/632/cam-che-san-mci-tr2017.pdf},\n  year = {2017},\n  month = {June},\n  institution = {Department of Computer Science, University of Toronto},\n  number = {CSRG-632}\n}\n\n%@techreport{cam-che-san-mci-TR17,\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalsltloverfiniteandinfinitetraces-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-aaai17.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalsltloverfiniteandinfinitetraces-2017', 'http://www.cs.toronto.edu/~sheila/publications/cam-etal-aaai17.pdf', event);\">\n    Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Triantafillou, E.; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C. J.</a>; Baier, J. A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI)</i>, pages 3716-3724,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.cs.toronto.edu/~sheila/publications/cam-etal-aaai17.pdf\"\n     onclick=\"log_download('camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalsltloverfiniteandinfinitetraces-2017', 'http://www.cs.toronto.edu/~sheila/publications/cam-etal-aaai17.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces [pdf]\"\n       title=\" paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalsltloverfiniteandinfinitetraces-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>31 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalsltloverfiniteandinfinitetraces-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-tri-mui-bai-mci-aaai17,\n  author    = {Alberto Camacho and\n               Eleni Triantafillou and\n               Christian J. Muise and\n               Jorge A. Baier and\n               Sheila A. McIlraith},\n  title     = {Non-Deterministic Planning with Temporally Extended Goals:\n{LTL} over Finite and Infinite Traces},\n  booktitle = {Proceedings of the Thirty-First AAAI Conference on\nArtificial Intelligence ({AAAI})},\n  url_paper =\n{http://www.cs.toronto.edu/~sheila/publications/cam-etal-aaai17.pdf},\n  keywords  = {LTL, planning},\n  pages     = {3716-3724},\n  year      = {2017}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mombourquette-muise-mcilraith-logicalfilteringandsmoothingstateestimationinpartiallyobservabledomains-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.haz.ca/papers/momb-aaai17.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mombourquette-muise-mcilraith-logicalfilteringandsmoothingstateestimationinpartiallyobservabledomains-2017', 'http://www.haz.ca/papers/momb-aaai17.pdf', event);\">\n    Logical Filtering and Smoothing: State Estimation in Partially Observable Domains.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mombourquette, B.; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>The 31st AAAI Conference on Artificial Intelligence (AAAI)</i>,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.haz.ca/papers/momb-aaai17.pdf\"\n     onclick=\"log_download('mombourquette-muise-mcilraith-logicalfilteringandsmoothingstateestimationinpartiallyobservabledomains-2017', 'http://www.haz.ca/papers/momb-aaai17.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Logical Filtering and Smoothing: State Estimation in Partially Observable Domains [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mombourquette-muise-mcilraith-logicalfilteringandsmoothingstateestimationinpartiallyobservabledomains-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mombourquette-muise-mcilraith-logicalfilteringandsmoothingstateestimationinpartiallyobservabledomains-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{bfr-aaai-17,\n  author = {Brent Mombourquette and Christian Muise and Sheila McIlraith},\n  year = {2017},\n  booktitle = {The 31st AAAI Conference on Artificial Intelligence (AAAI)},\n  keywords = {state estimation, belief tracking, logical filtering, approximation},\n  title = {Logical Filtering and Smoothing: State Estimation in Partially Observable Domains},\n  url = {http://www.haz.ca/papers/momb-aaai17.pdf},\n  abstract = {State estimation is the task of estimating the state of a partially\nobservable dynamical system given a sequence of executed\nactions and observations. In logical settings, state estimation\ncan be realized via logical filtering, which is exact\nbut can be intractable. We propose logical smoothing, a form\nof backwards reasoning that works in concert with approximated\nlogical filtering to refine past beliefs in light of new observations.\nWe characterize the notion of logical smoothing\ntogether with an algorithm for backwards-forwards state estimation.\nWe also present an approximation of our smoothing\nalgorithm that is space efficient. We prove properties of our\nalgorithms, and experimentally demonstrate their behaviour,\ncontrasting them with state estimation methods for planning.\nSmoothing and backwards-forwards reasoning are important\ntechniques for reasoning about partially observable dynamical\nsystems, introducing the logical analogue of effective\ntechniques from control theory and dynamic programming.}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  State estimation is the task of estimating the state of a partially observable dynamical system given a sequence of executed actions and observations. In logical settings, state estimation can be realized via logical filtering, which is exact but can be intractable. We propose logical smoothing, a form of backwards reasoning that works in concert with approximated logical filtering to refine past beliefs in light of new observations. We characterize the notion of logical smoothing together with an algorithm for backwards-forwards state estimation. We also present an approximation of our smoothing algorithm that is space efficient. We prove properties of our algorithms, and experimentally demonstrate their behaviour, contrasting them with state estimation methods for planning. Smoothing and backwards-forwards reasoning are important techniques for reasoning about partially observable dynamical systems, introducing the logical analogue of effective techniques from control theory and dynamic programming.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shvo-sohrabi-mcilraith-anaiplanningbasedapproachtothemultiagentplanrecognitionproblempreliminaryreport-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.cs.toronto.edu/~shirin/ShvoSohrabiMcIlraithPAIR2017.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shvo-sohrabi-mcilraith-anaiplanningbasedapproachtothemultiagentplanrecognitionproblempreliminaryreport-2017', 'http://www.cs.toronto.edu/~shirin/ShvoSohrabiMcIlraithPAIR2017.pdf', event);\">\n    An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~maayanshvo/\">Shvo, M.</a>; <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the The AAAI 2017 Workshop on Plan, Activity, and Intent Recognition (PAIR)</i>,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.cs.toronto.edu/~shirin/ShvoSohrabiMcIlraithPAIR2017.pdf\"\n     onclick=\"log_download('shvo-sohrabi-mcilraith-anaiplanningbasedapproachtothemultiagentplanrecognitionproblempreliminaryreport-2017', 'http://www.cs.toronto.edu/~shirin/ShvoSohrabiMcIlraithPAIR2017.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shvo-sohrabi-mcilraith-anaiplanningbasedapproachtothemultiagentplanrecognitionproblempreliminaryreport-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shvo-sohrabi-mcilraith-anaiplanningbasedapproachtothemultiagentplanrecognitionproblempreliminaryreport-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ShvoSohrabiMcIlraithPAIR2017,\n  author    = {Maayan Shvo and Shirin Sohrabi and Sheila A. McIlraith},\n  title     = {An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report)},\n   booktitle = {Proceedings of the The AAAI 2017 Workshop on Plan, Activity, and Intent Recognition (PAIR)},\n  url = {http://www.cs.toronto.edu/~shirin/ShvoSohrabiMcIlraithPAIR2017.pdf},\n  year      = {2017},\n  }\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2016\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2016')\"\n      onkeypress=\"toggleGroup('group_2016')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2016</span>\n      <span class=\"bibbase_group_count\">\n        \n        (9)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"muise-beck-mcilraith-optimalpartialorderplanrelaxationviamaxsat-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.jair.org/media/5128/live-5128-9534-jair.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-beck-mcilraith-optimalpartialorderplanrelaxationviamaxsat-2016', 'http://www.jair.org/media/5128/live-5128-9534-jair.pdf', event);\">\n    Optimal Partial-Order Plan Relaxation via MaxSAT.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; Beck, J. C.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Artificial Intelligence Research (JAIR)</i>, 57: 113-149.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.jair.org/media/5128/live-5128-9534-jair.pdf\"\n     onclick=\"log_download('muise-beck-mcilraith-optimalpartialorderplanrelaxationviamaxsat-2016', 'http://www.jair.org/media/5128/live-5128-9534-jair.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Optimal Partial-Order Plan Relaxation via MaxSAT [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-beck-mcilraith-optimalpartialorderplanrelaxationviamaxsat-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-beck-mcilraith-optimalpartialorderplanrelaxationviamaxsat-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{jair-popgen,\n  author    = {Christian Muise and J. Christopher Beck and Sheila A. McIlraith},\n  title     = {Optimal Partial-Order Plan Relaxation via MaxSAT},\n  journal   = {Journal of Artificial Intelligence Research (JAIR)},\n  year      = {2016},\n  volume    = {57},\n  pages     = {113-149},\n  url       = {http://www.jair.org/media/5128/live-5128-9534-jair.pdf},\n  abstract  = {Partial-order plans (POPs) are attractive because of their least-commitment nature, which provides enhanced plan flexibility at execution time relative to sequential plans. Current research on automated plan generation focuses on producing sequential plans, despite the appeal of POPs. In this paper we examine POP generation by relaxing or modifying the action orderings of a sequential plan to optimize for plan criteria that promote flexibility. Our approach relies on a novel partial weighted MaxSAT encoding of a sequential plan that supports the minimization of deordering or reordering of actions. We further demonstrate how to remove redundant actions from the plan. Our partial weighted MaxSAT encoding allows us to compute a POP from a sequential plan effectively. We compare the efficiency of our approach to previous methods for POP generation via sequential-plan relaxation. Our results show that while an existing heuristic approach consistently produces the optimal deordering of a sequential plan, our approach has greater flexibility when we consider reordering the actions in the plan while also providing a guarantee of optimality. We also investigate and confirm the accuracy of the standard $\\flex$ metric typically used to predict the true flexibility of a POP as measured by the number of linearizations it represents.}\n}\n\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Partial-order plans (POPs) are attractive because of their least-commitment nature, which provides enhanced plan flexibility at execution time relative to sequential plans. Current research on automated plan generation focuses on producing sequential plans, despite the appeal of POPs. In this paper we examine POP generation by relaxing or modifying the action orderings of a sequential plan to optimize for plan criteria that promote flexibility. Our approach relies on a novel partial weighted MaxSAT encoding of a sequential plan that supports the minimization of deordering or reordering of actions. We further demonstrate how to remove redundant actions from the plan. Our partial weighted MaxSAT encoding allows us to compute a POP from a sequential plan effectively. We compare the efficiency of our approach to previous methods for POP generation via sequential-plan relaxation. Our results show that while an existing heuristic approach consistently produces the optimal deordering of a sequential plan, our approach has greater flexibility when we consider reordering the actions in the plan while also providing a guarantee of optimality. We also investigate and confirm the accuracy of the standard $\\flex$ metric typically used to predict the true flexibility of a POP as measured by the number of linearizations it represents.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalscompletingthestoryforfiniteandinfiniteltlamendedversion-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/cam-etal-ltl-knowpros16.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalscompletingthestoryforfiniteandinfiniteltlamendedversion-2016', 'https://www.cs.toronto.edu/~sheila/publications/cam-etal-ltl-knowpros16.pdf', event);\">\n    Non-Deterministic Planning with Temporally Extended Goals: Completing the story for finite and infinite LTL (Amended Version).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; Triantafillou, E.; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; Baier, J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Workshop on knowledge-based techniques for problem solving and reasoning (KnowProS'16) at IJCAI</i>,  2016. \n  <span class=\"note\">A version of this paper also appeared in the Workshop on Heuristic Search and Domain Independent Planning (HSDIP'16) at ICAPS</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/cam-etal-ltl-knowpros16.pdf\"\n     onclick=\"log_download('camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalscompletingthestoryforfiniteandinfiniteltlamendedversion-2016', 'https://www.cs.toronto.edu/~sheila/publications/cam-etal-ltl-knowpros16.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Non-Deterministic Planning with Temporally Extended Goals: Completing the story for finite and infinite LTL (Amended Version) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalscompletingthestoryforfiniteandinfiniteltlamendedversion-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-triantafillou-muise-baier-mcilraith-nondeterministicplanningwithtemporallyextendedgoalscompletingthestoryforfiniteandinfiniteltlamendedversion-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-etal-ltl-knowpros16,\n  title = {Non-Deterministic Planning with Temporally Extended Goals: Completing the story for finite and infinite {LTL} (Amended Version)},\n  author = {Alberto Camacho and Eleni Triantafillou and Christian Muise and Jorge Baier and Sheila A. McIlraith},\n  booktitle = {Workshop on knowledge-based techniques for problem solving and reasoning (KnowProS&#x27;16) at IJCAI},\n  year = {2016},\n  url = {cam-etal-ltl-knowpros16.pdf},\n  note = {A version of this paper also appeared in the Workshop on Heuristic Search and Domain Independent Planning ({HSDIP}&#x27;16) at ICAPS},\nabstract={Temporally extended goals are critical to the specification of a diversity of real-world planning problems. Here we examine the problem of planning with temporally extended goals over both finite and infinite traces where actions can be non-deterministic, and where temporally extended goals are specified in linear temporal logic (LTL). Unlike existing LTL planners, we place no restrictionson our LTL formulae beyond those necessary to distinguish finite from infinite trace interpretations. We realize our planner by compiling temporally extended goals, represented in LTL, into Planning Domain Definition Language problem instances, and exploiting a state-of-the-art fully observable non-deterministic planner to compute solutions. The resulting planner is sound and complete. Our approach exploits the correspondence between LTL and automata. We propose several different compilations based on translations of LTL to (Buchi) alternating or non-deterministic finite state automata, and evaluate various properties of the competing approaches. We address a diverse spectrum of LTL planning problems that, to this point, had not been solvable using AI planning techniques. We do so while demonstrating competitive performance relative to the state of the art in LTL planning.},\n  keywords = {LTL, planning}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Temporally extended goals are critical to the specification of a diversity of real-world planning problems. Here we examine the problem of planning with temporally extended goals over both finite and infinite traces where actions can be non-deterministic, and where temporally extended goals are specified in linear temporal logic (LTL). Unlike existing LTL planners, we place no restrictionson our LTL formulae beyond those necessary to distinguish finite from infinite trace interpretations. We realize our planner by compiling temporally extended goals, represented in LTL, into Planning Domain Definition Language problem instances, and exploiting a state-of-the-art fully observable non-deterministic planner to compute solutions. The resulting planner is sound and complete. Our approach exploits the correspondence between LTL and automata. We propose several different compilations based on translations of LTL to (Buchi) alternating or non-deterministic finite state automata, and evaluate various properties of the competing approaches. We address a diverse spectrum of LTL planning problems that, to this point, had not been solvable using AI planning techniques. We do so while demonstrating competitive performance relative to the state of the art in LTL planning.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mombourquette-muise-mcilraith-beliefstateestimationforplanningviaapproximatelogicalfilteringandsmoothing-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://ceur-ws.org/Vol-1648/paper8.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mombourquette-muise-mcilraith-beliefstateestimationforplanningviaapproximatelogicalfilteringandsmoothing-2016', 'http://ceur-ws.org/Vol-1648/paper8.pdf', event);\">\n    Belief State Estimation for Planning via Approximate Logical Filtering and Smoothing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mombourquette, B.; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Workshop on Knowledge-based techniques for problem solving and reasoning (KnowProS'16)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://ceur-ws.org/Vol-1648/paper8.pdf\"\n     onclick=\"log_download('mombourquette-muise-mcilraith-beliefstateestimationforplanningviaapproximatelogicalfilteringandsmoothing-2016', 'http://ceur-ws.org/Vol-1648/paper8.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Belief State Estimation for Planning via Approximate Logical Filtering and Smoothing [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mombourquette-muise-mcilraith-beliefstateestimationforplanningviaapproximatelogicalfilteringandsmoothing-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mombourquette-muise-mcilraith-beliefstateestimationforplanningviaapproximatelogicalfilteringandsmoothing-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mombourquette-knowpros16-bf,\n  title = {Belief State Estimation for Planning via Approximate Logical Filtering and Smoothing},\n  author = {Brent Mombourquette and Christian Muise and Sheila A. McIlraith},\n  booktitle = {Workshop on Knowledge-based techniques for problem solving and reasoning ({KnowProS}&#x27;16)},\n  year = {2016},\n  url = {http://ceur-ws.org/Vol-1648/paper8.pdf},\n  abstract={State estimation is the task of estimating the state of a partially observable dynamical system given a sequence of executed actions and observations. In logical settings, state estimation can be realized via logical filtering. Unfortunately such filtering, though exact, can be intractable. To this end, we propose logical smoothing, a form of backwards reasoning that works in concert with logical filtering to refine past beliefs in light of new observations. We characterize the notion of logical smoothing together with an algorithm for backwards-forwards state estimation. We prove properties of our algorithms, and experimentally demonstrate their behaviour. Smoothing together with backwards-forwards reasoning are important techniques for reasoning about partially observable dynamical systems, introducing the logical analogue of effective techniques from control theory and dynamic programming}\n}\n\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  State estimation is the task of estimating the state of a partially observable dynamical system given a sequence of executed actions and observations. In logical settings, state estimation can be realized via logical filtering. Unfortunately such filtering, though exact, can be intractable. To this end, we propose logical smoothing, a form of backwards reasoning that works in concert with logical filtering to refine past beliefs in light of new observations. We characterize the notion of logical smoothing together with an algorithm for backwards-forwards state estimation. We prove properties of our algorithms, and experimentally demonstrate their behaviour. Smoothing together with backwards-forwards reasoning are important techniques for reasoning about partially observable dynamical systems, introducing the logical analogue of effective techniques from control theory and dynamic programming\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"illanes-mcilraith-numericplanningviasearchspaceabstraction-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Numeric Planning via Search Space Abstraction.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Illanes, L.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Workshop on Knowledge-based Techniques for Problem Solving and Reasoning (KnowProS'16) at IJCAI</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/illanes-mcilraith-numericplanningviasearchspaceabstraction-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('illanes-mcilraith-numericplanningviasearchspaceabstraction-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ill-mci-knowpros16,\n  title = {Numeric Planning via Search Space Abstraction},\n  author = {Leon Illanes and Sheila A. McIlraith},\n  booktitle = {Proceedings of the Workshop on Knowledge-based Techniques for Problem Solving and Reasoning (KnowProS&#x27;16) at IJCAI},\n  year = {2016}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"illanes-mcilraith-numericplanningviasearchspaceabstractionextendedabstract-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Numeric Planning via Search Space Abstraction (Extended Abstract).\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Illanes, L.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Ninth Annual Symposium on Combinatorial Search (SoCS'16)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/illanes-mcilraith-numericplanningviasearchspaceabstractionextendedabstract-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('illanes-mcilraith-numericplanningviasearchspaceabstractionextendedabstract-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ill-mci-socs16,\n  title = {Numeric Planning via Search Space Abstraction (Extended Abstract)},\n  author = {Leon Illanes and Sheila A. McIlraith},\n  booktitle = {Proceedings of Ninth Annual Symposium on Combinatorial Search (SoCS&#x27;16)},\n  year = {2016}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-mcilraith-strongcyclicplanningwhenfairnessisnotavalidassumption-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Strong-Cyclic Planning when Fairness is Not a Valid Assumption.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Workshop on Knowledge-based techniques for problem solving and reasoning (KnowProS'16)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-mcilraith-strongcyclicplanningwhenfairnessisnotavalidassumption-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-mcilraith-strongcyclicplanningwhenfairnessisnotavalidassumption-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-mci-fondplus-knowpros16,\n  title = {Strong-Cyclic Planning when Fairness is Not a Valid Assumption},\n  author = {Alberto Camacho and Sheila A. McIlraith},\n  booktitle = {Workshop on Knowledge-based techniques for problem solving and reasoning ({KnowProS}&#x27;16)},\n  year = {2016},\n  abstract={We address the class of fully-observable non-deterministic (FOND) planning problems where non-deterministic actions are not guaranteed to display fair behavior. Typical solutions to FOND planning either guarantee goal reachability with a bounded number of transitions (so-called strong acyclic solutions), or are predicated on a fairness assumption that presumes each action effect occurs infinitely often when the action is applied infinite times in the same state (so-called strong-cyclic solutions). We introduce the FOND+ planning model, that extends the FOND model with a more informed description of the action transitions. Solutions to FOND+ problems are able to guarantee goal reachability when the classical fairness assumption is not valid. We characterize different topologies, or classes, of solutions showing that typical strong acyclic, fair strong-cyclic planning are particular cases. Finally, we present algorithms to solve each class of problems, and prove empirically that FOND+ solutions are different than strong-cyclic solutions that presume fairness.}\n}\n\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  We address the class of fully-observable non-deterministic (FOND) planning problems where non-deterministic actions are not guaranteed to display fair behavior. Typical solutions to FOND planning either guarantee goal reachability with a bounded number of transitions (so-called strong acyclic solutions), or are predicated on a fairness assumption that presumes each action effect occurs infinitely often when the action is applied infinite times in the same state (so-called strong-cyclic solutions). We introduce the FOND+ planning model, that extends the FOND model with a more informed description of the action transitions. Solutions to FOND+ problems are able to guarantee goal reachability when the classical fairness assumption is not valid. We characterize different topologies, or classes, of solutions showing that typical strong acyclic, fair strong-cyclic planning are particular cases. Finally, we present algorithms to solve each class of problems, and prove empirically that FOND+ solutions are different than strong-cyclic solutions that presume fairness.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-muise-mcilraith-fromfondtorobustprobabilisticplanningcomputingcompactpoliciesthatbypassavoidabledeadends-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.aaai.org/ocs/index.php/ICAPS/ICAPS16/paper/view/13188\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-muise-mcilraith-fromfondtorobustprobabilisticplanningcomputingcompactpoliciesthatbypassavoidabledeadends-2016', 'http://www.aaai.org/ocs/index.php/ICAPS/ICAPS16/paper/view/13188', event);\">\n    From FOND to Robust Probabilistic Planning: Computing compact policies that bypass avoidable deadends.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>The 26th International Conference on Automated Planning and Scheduling (ICAPS)</i>, pages 65-69,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.aaai.org/ocs/index.php/ICAPS/ICAPS16/paper/view/13188\"\n     onclick=\"log_download('camacho-muise-mcilraith-fromfondtorobustprobabilisticplanningcomputingcompactpoliciesthatbypassavoidabledeadends-2016', 'http://www.aaai.org/ocs/index.php/ICAPS/ICAPS16/paper/view/13188', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"From FOND to Robust Probabilistic Planning: Computing compact policies that bypass avoidable deadends [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-muise-mcilraith-fromfondtorobustprobabilisticplanningcomputingcompactpoliciesthatbypassavoidabledeadends-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-muise-mcilraith-fromfondtorobustprobabilisticplanningcomputingcompactpoliciesthatbypassavoidabledeadends-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-mui-mci-icaps16,\n  title = {From FOND to Robust Probabilistic Planning: Computing compact policies that bypass avoidable deadends},\n  author = {Alberto Camacho and Christian Muise and Sheila A. McIlraith},\n  booktitle = {The 26th International Conference on Automated Planning and Scheduling (ICAPS)},\n  pages = {65-69},\n  year = {2016},\n  url = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS16/paper/view/13188},\n  keywords = {non-deterministic planning, probabilistic planning, plan generation},\n  abstract={We address the class of probabilistic planning problems where the objective is to maximize the probability of reaching a prescribed goal. The complexity of probabilistic planning problems makes it difficult to compute high quality solutions for large instances, and existing algorithms either do not scale, or do so at the expense of the solution quality. We leverage core similarities between probabilistic and fully observable non-deterministic (FOND) planning to construct a sound, offline probabilistic planner, ProbPRP, that exploits algorithmic advances from state-of-the-art FOND planner, PRP, to compute compact policies that are guaranteed to bypass avoidable deadends. We evaluate ProbPRP on a selection of benchmarks used in past probabilistic planning competitions. The results show that ProbPRP, in many cases, outperforms the state of the art, computing substantially more robust policies and at times doing so orders of magnitude faster.}\n}\n\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  We address the class of probabilistic planning problems where the objective is to maximize the probability of reaching a prescribed goal. The complexity of probabilistic planning problems makes it difficult to compute high quality solutions for large instances, and existing algorithms either do not scale, or do so at the expense of the solution quality. We leverage core similarities between probabilistic and fully observable non-deterministic (FOND) planning to construct a sound, offline probabilistic planner, ProbPRP, that exploits algorithmic advances from state-of-the-art FOND planner, PRP, to compute compact policies that are guaranteed to bypass avoidable deadends. We evaluate ProbPRP on a selection of benchmarks used in past probabilistic planning competitions. The results show that ProbPRP, in many cases, outperforms the state of the art, computing substantially more robust policies and at times doing so orders of magnitude faster.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"luo-valenzano-li-beck-mcilraith-usingmetrictemporallogictospecifyschedulingproblems-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/luo-etal-kr16.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'luo-valenzano-li-beck-mcilraith-usingmetrictemporallogictospecifyschedulingproblems-2016', 'https://www.cs.toronto.edu/~sheila/publications/luo-etal-kr16.pdf', event);\">\n    Using Metric Temporal Logic to Specify Scheduling Problems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Luo, R.; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=www.cs.toronto.edu/kr/publications/list.bib&group0=year&filter=authors:Valenzano\">Valenzano, R. A.</a>; Li, Y.; Beck, J. C.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 15th International Conference on Principles of Knowledge Representation and Reasoning (KR 2016)</i>, pages 581-584,  2016. \n  <span class=\"note\">See technical report for further details.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/luo-etal-kr16.pdf\"\n     onclick=\"log_download('luo-valenzano-li-beck-mcilraith-usingmetrictemporallogictospecifyschedulingproblems-2016', 'https://www.cs.toronto.edu/~sheila/publications/luo-etal-kr16.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Using Metric Temporal Logic to Specify Scheduling Problems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/luo-valenzano-li-beck-mcilraith-usingmetrictemporallogictospecifyschedulingproblems-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('luo-valenzano-li-beck-mcilraith-usingmetrictemporallogictospecifyschedulingproblems-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{luo-etal-kr16,\n  author    = {Roy Luo and\n               Richard Anthony Valenzano and\n               Yi Li and\n               J. Christopher Beck and\n               Sheila A. McIlraith},\n  title     = {Using Metric Temporal Logic to Specify Scheduling Problems},\n  booktitle = {Proceedings of the 15th International Conference on Principles of Knowledge Representation and Reasoning ({KR 2016})},\n  pages     = {581-584},\n  url       = {luo-etal-kr16.pdf},\n  note      = {See technical report for further details.},\n  year      = {2016}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsatamendedversion-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://haz.ca/dsharp-related.html\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsatamendedversion-2016', 'http://haz.ca/dsharp-related.html', event);\">\n    DSHARP: Fast d-DNNF Compilation with sharpSAT (Amended Version).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; Beck, J. C.;  and Hsu, E.\n</span>\n\n  \n\n</span>\n\n  In <i>AAAI 2016 Workshop on Beyond NP</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://haz.ca/dsharp-related.html\"\n     onclick=\"log_download('muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsatamendedversion-2016', 'http://haz.ca/dsharp-related.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"DSHARP: Fast d-DNNF Compilation with sharpSAT (Amended Version) [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsatamendedversion-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsatamendedversion-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{muise-beyondnp16-dsharp,\nauthor = {Muise, Christian and McIlraith, Sheila A. and Beck, J.\nChristopher and Hsu, Eric},\nbooktitle = {AAAI 2016 Workshop on Beyond NP},\ntitle = {{DSHARP}: Fast d-DNNF Compilation with sharpSAT (Amended Version)},\nurl = {http://haz.ca/dsharp-related.html},\nyear = {2016}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2015\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2015')\"\n      onkeypress=\"toggleGroup('group_2015')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2015</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"yoon-robinson-muthusamy-mcilraith-jacobsen-towardsplanningthetransformationofoverlays-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Towards Planning the Transformation of Overlays.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yoon, Y.; Robinson, N.; Muthusamy, V.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Jacobsen, H.\n</span>\n\n  \n\n</span>\n\n  In <i>35th IEEE International Conference on Distributed Computing Systems, (ICDCS)</i>, pages 782-783,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yoon-robinson-muthusamy-mcilraith-jacobsen-towardsplanningthetransformationofoverlays-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yoon-robinson-muthusamy-mcilraith-jacobsen-towardsplanningthetransformationofoverlays-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{yoon-etal-icdcs15,\n  author    = {Young Yoon and\n               Nathan Robinson and\n               Vinod Muthusamy and\n               Sheila A. McIlraith and\n               Hans{-}Arno Jacobsen},\n  title     = {Towards Planning the Transformation of Overlays},\n  booktitle = {35th {IEEE} International Conference on Distributed Computing Systems,\n               ({ICDCS})},\n  pages     = {782-783},\n  year      = {2015}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"triantafillou-baier-mcilraith-aunifyingframeworkforplanningwithltlandregularexpressions-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/tri-etal-mochap15.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'triantafillou-baier-mcilraith-aunifyingframeworkforplanningwithltlandregularexpressions-2015', 'https://www.cs.toronto.edu/~sheila/publications/tri-etal-mochap15.pdf', event);\">\n    A Unifying Framework for Planning with LTL and Regular Expressions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Triantafillou, E.; Baier, J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Workshop on Model-Checking and Automated Planning (MOCHAP) at ICAPS</i>, pages 23-31,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/tri-etal-mochap15.pdf\"\n     onclick=\"log_download('triantafillou-baier-mcilraith-aunifyingframeworkforplanningwithltlandregularexpressions-2015', 'https://www.cs.toronto.edu/~sheila/publications/tri-etal-mochap15.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Unifying Framework for Planning with LTL and Regular Expressions [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/triantafillou-baier-mcilraith-aunifyingframeworkforplanningwithltlandregularexpressions-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('triantafillou-baier-mcilraith-aunifyingframeworkforplanningwithltlandregularexpressions-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tri-etal-mochap15,\n  title = {A Unifying Framework for Planning with LTL and Regular Expressions},\n  author = {Eleni Triantafillou and Jorge Baier and Sheila McIlraith},\n  booktitle = {Proceedings of the Workshop on Model-Checking and Automated Planning (MOCHAP) at ICAPS},\n  pages = {23-31},\n  year = {2015},\n  url = {tri-etal-mochap15.pdf},\n  keywords = {planning, LTL, LDL}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"camacho-muise-ganeshen-mcilraith-fromfondtoprobabilisticplanningguidingsearchforqualitypolicies-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/cam-etal-hsdip15.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'camacho-muise-ganeshen-mcilraith-fromfondtoprobabilisticplanningguidingsearchforqualitypolicies-2015', 'https://www.cs.toronto.edu/~sheila/publications/cam-etal-hsdip15.pdf', event);\">\n    From FOND to Probabilistic Planning: Guiding search for quality policies.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.albertocamacho.com/\">Camacho, A.</a>; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; Ganeshen, A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Workshop on Heuristic Search and Domain Independent Planning (HSDIP'15) at ICAPS</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/cam-etal-hsdip15.pdf\"\n     onclick=\"log_download('camacho-muise-ganeshen-mcilraith-fromfondtoprobabilisticplanningguidingsearchforqualitypolicies-2015', 'https://www.cs.toronto.edu/~sheila/publications/cam-etal-hsdip15.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"From FOND to Probabilistic Planning: Guiding search for quality policies [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/camacho-muise-ganeshen-mcilraith-fromfondtoprobabilisticplanningguidingsearchforqualitypolicies-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('camacho-muise-ganeshen-mcilraith-fromfondtoprobabilisticplanningguidingsearchforqualitypolicies-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{cam-etal-hsdip15,\n  title = {From FOND to Probabilistic Planning: Guiding search for quality policies},\n  author = {Alberto Camacho and Christian Muise and Akshay Ganeshen and Sheila A. McIlraith},\n  booktitle = {Workshop on Heuristic Search and Domain Independent Planning ({HSDIP}&#x27;15) at ICAPS},\n  year = {2015},\n  url={cam-etal-hsdip15.pdf},\n  keywords = {non-deterministic planning, probabilistic planning, plan generation}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-belle-felli-mcilraith-miller-pearce-sonenberg-planningovermultiagentepistemicstatesaclassicalplanningapproachamendedversion-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-dmap15.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-belle-felli-mcilraith-miller-pearce-sonenberg-planningovermultiagentepistemicstatesaclassicalplanningapproachamendedversion-2015', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-dmap15.pdf', event);\">\n    Planning Over Multi-Agent Epistemic States: A Classical Planning Approach (Amended Version).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://dblp.org/pid/52/570.bib\">Belle, V.</a>; Felli, P.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; Miller, T.; Pearce, A. R.;  and Sonenberg, L.\n</span>\n\n  \n\n</span>\n\n  In <i>Workshop on Distributed and Multi-Agent Planning (DMAP'15) at ICAPS</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-dmap15.pdf\"\n     onclick=\"log_download('muise-belle-felli-mcilraith-miller-pearce-sonenberg-planningovermultiagentepistemicstatesaclassicalplanningapproachamendedversion-2015', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-dmap15.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning Over Multi-Agent Epistemic States: A Classical Planning Approach (Amended Version) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-belle-felli-mcilraith-miller-pearce-sonenberg-planningovermultiagentepistemicstatesaclassicalplanningapproachamendedversion-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-belle-felli-mcilraith-miller-pearce-sonenberg-planningovermultiagentepistemicstatesaclassicalplanningapproachamendedversion-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mui-etal-dmap15,\n  title = {Planning Over Multi-Agent Epistemic States: A Classical Planning Approach (Amended Version)},\n  author = {Christian Muise and Vaishak Belle and Paolo Felli and Sheila A. McIlraith and Tim Miller and Adrian R. Pearce and Liz Sonenberg},\n  booktitle = {Workshop on Distributed and Multi-Agent Planning ({DMAP}&#x27;15) at ICAPS},\n  year = {2015},\n  keywords = {multi-agent planning, epistemic reasoning, epistemic, planning},\n  url={mui-etal-dmap15.pdf}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-belle-felli-mcilraith-miller-pearce-sonenberg-planningovermultiagentepistemicstatesaclassicalplanningapproach-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-aaai15.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-belle-felli-mcilraith-miller-pearce-sonenberg-planningovermultiagentepistemicstatesaclassicalplanningapproach-2015', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-aaai15.pdf', event);\">\n    Planning Over Multi-Agent Epistemic States: A Classical Planning Approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://dblp.org/pid/52/570.bib\">Belle, V.</a>; Felli, P.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; <a class=\"bibbase author link\" href=\"https://uqtmiller.github.io/publications/\">Miller, T.</a>; Pearce, A. R.;  and Sonenberg, L.\n</span>\n\n  \n\n</span>\n\n  In <i>The 29th AAAI Conference on Artificial Intelligence (AAAI)</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-aaai15.pdf\"\n     onclick=\"log_download('muise-belle-felli-mcilraith-miller-pearce-sonenberg-planningovermultiagentepistemicstatesaclassicalplanningapproach-2015', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-aaai15.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning Over Multi-Agent Epistemic States: A Classical Planning Approach [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-belle-felli-mcilraith-miller-pearce-sonenberg-planningovermultiagentepistemicstatesaclassicalplanningapproach-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>12 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-belle-felli-mcilraith-miller-pearce-sonenberg-planningovermultiagentepistemicstatesaclassicalplanningapproach-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mui-etal-aaai15,\n  title={Planning Over Multi-Agent Epistemic States: A Classical Planning Approach},\n  author={Christian Muise and Vaishak Belle and Paolo Felli and Sheila A. McIlraith and Tim Miller and Adrian R. Pearce and Liz Sonenberg},\n  booktitle={The 29th AAAI Conference on Artificial Intelligence (AAAI)},\n  year={2015},\n  keywords = {multi-agent planning, epistemic reasoning, epistemic, planning},\n  url={mui-etal-aaai15.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2014\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2014')\"\n      onkeypress=\"toggleGroup('group_2014')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2014</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"muise-belle-mcilraith-computingcontingentplansviafullyobservablenondeterministicplanning-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-bel-mci-aaai14.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-belle-mcilraith-computingcontingentplansviafullyobservablenondeterministicplanning-2014', 'https://www.cs.toronto.edu/~sheila/publications/mui-bel-mci-aaai14.pdf', event);\">\n    Computing Contingent Plans via Fully Observable Non-Deterministic Planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://dblp.org/pid/52/570.bib\">Belle, V.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>The 28th AAAI Conference on Artificial Intelligence (AAAI)</i>,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-bel-mci-aaai14.pdf\"\n     onclick=\"log_download('muise-belle-mcilraith-computingcontingentplansviafullyobservablenondeterministicplanning-2014', 'https://www.cs.toronto.edu/~sheila/publications/mui-bel-mci-aaai14.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Computing Contingent Plans via Fully Observable Non-Deterministic Planning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-belle-mcilraith-computingcontingentplansviafullyobservablenondeterministicplanning-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>65 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-belle-mcilraith-computingcontingentplansviafullyobservablenondeterministicplanning-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mui-bel-mci-aaai14,\n  title={Computing Contingent Plans via Fully Observable Non-Deterministic Planning},\n  author={Muise, Christian and Belle, Vaishak and McIlraith, Sheila A.},\n  booktitle={The 28th AAAI Conference on Artificial Intelligence (AAAI)},\n  year={2014},\n  keywords = {non-deterministic planning, plan generation, partial observability, sensing},\n  url={mui-bel-mci-aaai14.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-mcilraith-belle-nondeterministicplanningwithconditionaleffects-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-mci-bel-icaps14.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-mcilraith-belle-nondeterministicplanningwithconditionaleffects-2014', 'https://www.cs.toronto.edu/~sheila/publications/mui-mci-bel-icaps14.pdf', event);\">\n    Non-Deterministic Planning With Conditional Effects.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://dblp.org/pid/52/570.bib\">Belle, V.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>The 24th International Conference on Automated Planning and Scheduling (ICAPS)</i>,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-mci-bel-icaps14.pdf\"\n     onclick=\"log_download('muise-mcilraith-belle-nondeterministicplanningwithconditionaleffects-2014', 'https://www.cs.toronto.edu/~sheila/publications/mui-mci-bel-icaps14.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Non-Deterministic Planning With Conditional Effects [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-mcilraith-belle-nondeterministicplanningwithconditionaleffects-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>53 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-mcilraith-belle-nondeterministicplanningwithconditionaleffects-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mui-mci-bel-icaps14,\n  title={Non-Deterministic Planning With Conditional Effects},\n  author={Muise, Christian and McIlraith, Sheila A. and Belle, Vaishak},\n  booktitle={The 24th International Conference on Automated Planning and Scheduling (ICAPS)},\n  year={2014},\n  keywords = {non-deterministic planning, plan generation},\n  url={mui-mci-bel-icaps14.pdf}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-mombourquette-mcilraith-diagnosticproblemsolvingviaplanningwithonticandepistemicgoals-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mom-mci-kr14.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-mombourquette-mcilraith-diagnosticproblemsolvingviaplanningwithonticandepistemicgoals-2014', 'https://www.cs.toronto.edu/~sheila/publications/bai-mom-mci-kr14.pdf', event);\">\n    Diagnostic Problem Solving via Planning with Ontic and Epistemic Goals.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J. A.</a>; Mombourquette, B.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 14th International Conference on Principles of Knowledge Representation and Reasoning (KR)</i>,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mom-mci-kr14.pdf\"\n     onclick=\"log_download('baier-mombourquette-mcilraith-diagnosticproblemsolvingviaplanningwithonticandepistemicgoals-2014', 'https://www.cs.toronto.edu/~sheila/publications/bai-mom-mci-kr14.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Diagnostic Problem Solving via Planning with Ontic and Epistemic Goals [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-mombourquette-mcilraith-diagnosticproblemsolvingviaplanningwithonticandepistemicgoals-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>71 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-mombourquette-mcilraith-diagnosticproblemsolvingviaplanningwithonticandepistemicgoals-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{bai-mom-mci-kr14,\n  author = {Jorge A. Baier and Brent Mombourquette and Sheila A. McIlraith},\n  title = {Diagnostic Problem Solving via Planning with Ontic and Epistemic Goals},\n  booktitle = {Proceedings of the 14th International Conference on Principles of Knowledge Representation and Reasoning (KR)},\n  year = {2014},\n  url = {bai-mom-mci-kr14.pdf},\n  keywords = {diagnosis, epistemic, planning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"razavi-farzan-mcilraith-generatingeffectivetestsforconcurrentprogramsviaaiautomatedplanningtechniques-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Generating effective tests for concurrent programs via AI automated planning techniques.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Razavi, N.; Farzan, A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>International Journal on Software Tools for Technology Transfer (STTT)</i>, 16(1): 49-65.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/razavi-farzan-mcilraith-generatingeffectivetestsforconcurrentprogramsviaaiautomatedplanningtechniques-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('razavi-farzan-mcilraith-generatingeffectivetestsforconcurrentprogramsviaaiautomatedplanningtechniques-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{raz-far-mci-sttt14,\n  author    = {Niloofar Razavi and\n               Azadeh Farzan and\n               Sheila A. McIlraith},\n  title     = {Generating effective tests for concurrent programs via {AI} automated\n               planning techniques},\n  journal   = {International Journal on Software Tools for Technology Transfer ({STTT})},\n  volume    = {16},\n  number    = {1},\n  pages     = {49-65},\n  year      = {2014}\n}\n\n\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2013\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2013')\"\n      onkeypress=\"toggleGroup('group_2013')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2013</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"gueroussova-polleres-mcilraith-sparqlwithqualitativeandquantitativepreferences-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  SPARQL with Qualitative and Quantitative Preferences.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gueroussova, M.; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=www.polleres.net%2Fmypublications.bib\">Polleres, A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2nd International Workshop on Ordering and Reasoning</i>,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gueroussova-polleres-mcilraith-sparqlwithqualitativeandquantitativepreferences-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gueroussova-polleres-mcilraith-sparqlwithqualitativeandquantitativepreferences-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{gue-pol-mci-iswc13,\n  author = {Marina Gueroussova and Axel Polleres and Sheila A. McIlraith},\n  title = {{SPARQL} with Qualitative and Quantitative Preferences},\n  booktitle = {Proceedings of the 2nd International Workshop on Ordering and Reasoning},\n  year = {2013}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"davismendelow-baier-mcilraith-assumptionbasedplanninggeneratingplansandexplanationsunderincompleteknowledge-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dav-bai-mci-aaai13.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'davismendelow-baier-mcilraith-assumptionbasedplanninggeneratingplansandexplanationsunderincompleteknowledge-2013', 'https://www.cs.toronto.edu/~sheila/publications/dav-bai-mci-aaai13.pdf', event);\">\n    Assumption-Based Planning: Generating Plans and Explanations under Incomplete Knowledge.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Davis-Mendelow, S.; <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J. A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI)</i>,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dav-bai-mci-aaai13.pdf\"\n     onclick=\"log_download('davismendelow-baier-mcilraith-assumptionbasedplanninggeneratingplansandexplanationsunderincompleteknowledge-2013', 'https://www.cs.toronto.edu/~sheila/publications/dav-bai-mci-aaai13.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Assumption-Based Planning: Generating Plans and Explanations under Incomplete Knowledge [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/davismendelow-baier-mcilraith-assumptionbasedplanninggeneratingplansandexplanationsunderincompleteknowledge-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>38 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('davismendelow-baier-mcilraith-assumptionbasedplanninggeneratingplansandexplanationsunderincompleteknowledge-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{dav-bai-mci-aaai13,\n  author    = {Sammy Davis-Mendelow and\n               Jorge A. Baier and\n               Sheila A. McIlraith},\n  title     = {Assumption-Based Planning: Generating Plans and Explanations\n               under Incomplete Knowledge},\n  booktitle = {Proceedings of the Twenty-Seventh AAAI Conference on Artificial\n               Intelligence (AAAI)},\n  year      = {2013},\n  url = {dav-bai-mci-aaai13.pdf}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-beck-mcilraith-flexibleexecutionofpartialorderplanswithtemporalconstraints-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Flexible Execution of Partial Order Plans With Temporal Constraints.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C. J.</a>; Beck, J. C.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI)</i>,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-beck-mcilraith-flexibleexecutionofpartialorderplanswithtemporalconstraints-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-beck-mcilraith-flexibleexecutionofpartialorderplanswithtemporalconstraints-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mui-bec-mci-ijcai13,\n  author    = {Christian J. Muise and\n               J. Christopher Beck and\n               Sheila A. McIlraith},\n  title     = {Flexible Execution of Partial Order Plans With Temporal\n               Constraints},\n  booktitle = {Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI)},\n  year      = {2013}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"robinson-mcilraith-toman-queryoptimizationrevisitedanaiplanningperspective-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Query Optimization Revisited: An AI Planning Perspective.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Robinson, N.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Toman, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Scheduling and Planning Applications Workshop (SPARK)</i>,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/robinson-mcilraith-toman-queryoptimizationrevisitedanaiplanningperspective-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('robinson-mcilraith-toman-queryoptimizationrevisitedanaiplanningperspective-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{rob-mci-tom-icaps13,\n  author =  {Nathan Robinson and Sheila A. McIlraith and David Toman},\n  title = {Query Optimization Revisited:  An AI Planning Perspective},\n  booktitle = {Proceedings of the Scheduling and Planning Applications\n                Workshop (SPARK)},\n  year = {2013}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-beck-mcilraith-flexibleexecutionofpartialorderplanswithtemporalconstraints-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Flexible Execution of Partial Order Plans With Temporal Constraints.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; Beck, J. C.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Workshop on Planning in Continuous Domains</i>,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-beck-mcilraith-flexibleexecutionofpartialorderplanswithtemporalconstraints-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-beck-mcilraith-flexibleexecutionofpartialorderplanswithtemporalconstraints-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mui-bec-mci-icaps13,\n  author = {Christian Muise and J. Christopher Beck and Sheila A. McIlraith},\n  title = {Flexible Execution of Partial Order Plans With Temporal Constraints},\n  booktitle = {Proceedings of the Workshop on Planning in Continuous Domains}, \n  year = {2013}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2012\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2012')\"\n      onkeypress=\"toggleGroup('group_2012')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2012</span>\n      <span class=\"bibbase_group_count\">\n        \n        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"davismendelow-baier-mcilraith-makingreasonableassumptionstoplanwithincompleteinformation-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Making Reasonable Assumptions to Plan with Incomplete Information.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Davis-Mendelow, S.; Baier, J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Workshop on Heuristics for Domain Independent Planning (at ICAPS)</i>,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/davismendelow-baier-mcilraith-makingreasonableassumptionstoplanwithincompleteinformation-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('davismendelow-baier-mcilraith-makingreasonableassumptionstoplanwithincompleteinformation-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{dav-bai-mci-icaps12,\n  author = {Sammy Davis-Mendelow and Jorge Baier and Sheila A. McIlraith},\n  title = {Making Reasonable Assumptions to Plan with Incomplete Information},\n  booktitle = {Proceedings of the Workshop on Heuristics for Domain Independent Planning (at ICAPS)},\n  year = {2012}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"davismendelow-baier-mcilraith-makingreasonableassumptionstoplanwithincompleteinformationabridgedreport-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Making Reasonable Assumptions to Plan with Incomplete Information (Abridged Report).\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Davis-Mendelow, S.; Baier, J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Workshop on Classical Planning for Problem Solving (at AAAI)</i>,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/davismendelow-baier-mcilraith-makingreasonableassumptionstoplanwithincompleteinformationabridgedreport-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('davismendelow-baier-mcilraith-makingreasonableassumptionstoplanwithincompleteinformationabridgedreport-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{dav-bai-mci-aaai12,\n  author = {Sammy Davis-Mendelow and Jorge Baier and Sheila A. McIlraith},\n  title = {Making Reasonable Assumptions to Plan with Incomplete Information (Abridged Report)},\n  booktitle = {Proceedings of the Workshop on Classical Planning for Problem Solving (at AAAI)},\n  year = {2012}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yoon-robinson-muthusamy-jacobsen-mcilraith-plannedreconfigurationofdistributedmessagingsystems-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Planned Reconfiguration of Distributed Messaging Systems.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yoon, Y.; Robinson, N.; Muthusamy, V.; Jacobsen, H.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Workshop on Classical Planning for Problem Solving (at AAAI)</i>,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yoon-robinson-muthusamy-jacobsen-mcilraith-plannedreconfigurationofdistributedmessagingsystems-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yoon-robinson-muthusamy-jacobsen-mcilraith-plannedreconfigurationofdistributedmessagingsystems-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{yoonetal-aaai12,\n  author = {Young Yoon and Nathan Robinson and Vinod Muthusamy and Hans-Arno Jacobsen and Sheila A. McIlraith},\n  title = {Planned Reconfiguration of Distributed Messaging Systems},\n  booktitle = {Proceedings of the Workshop on Classical Planning for Problem Solving (at AAAI)}, \n  year = {2012}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-mcilraith-beck-improvednondeterministicplanningbyexploitingstaterelevance-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-icaps12.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-mcilraith-beck-improvednondeterministicplanningbyexploitingstaterelevance-2012', 'https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-icaps12.pdf', event);\">\n    Improved Non-deterministic Planning by Exploiting State Relevance.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Beck, J. C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 22nd International Conference on Automated Planning and Scheduling</i>, of <i>The 22nd International Conference on Automated Planning and Scheduling</i>,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-icaps12.pdf\"\n     onclick=\"log_download('muise-mcilraith-beck-improvednondeterministicplanningbyexploitingstaterelevance-2012', 'https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-icaps12.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Improved Non-deterministic Planning by Exploiting State Relevance [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-mcilraith-beck-improvednondeterministicplanningbyexploitingstaterelevance-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>99 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-mcilraith-beck-improvednondeterministicplanningbyexploitingstaterelevance-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mui-mci-bec-icaps12,\n  series = {The 22nd International Conference on Automated Planning and Scheduling},\n  year = {2012},\n  title = {Improved Non-deterministic Planning by Exploiting State Relevance},\n  booktitle = {Proceedings of the 22nd International Conference on Automated Planning and Scheduling},\n  author = {Christian {Muise} and Sheila A. {McIlraith} and J. Christopher {Beck}},\n  url = {mui-mci-bec-icaps12.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"juma-hsu-mcilraith-preferencebasedplanningviamaxsat-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/jum-hsu-mci-cai12.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'juma-hsu-mcilraith-preferencebasedplanningviamaxsat-2012', 'https://www.cs.toronto.edu/~sheila/publications/jum-hsu-mci-cai12.pdf', event);\">\n    Preference-Based Planning via MaxSAT.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=http%3A%2F%2Fwww.cs.toronto.edu%2F~fjuma%2Flist.bib\">Juma, F.</a>; Hsu, E. I.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Canadian Conference on Artificial Intelligence</i>, pages 109-120,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/jum-hsu-mci-cai12.pdf\"\n     onclick=\"log_download('juma-hsu-mcilraith-preferencebasedplanningviamaxsat-2012', 'https://www.cs.toronto.edu/~sheila/publications/jum-hsu-mci-cai12.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Preference-Based Planning via MaxSAT [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/juma-hsu-mcilraith-preferencebasedplanningviamaxsat-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>26 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('juma-hsu-mcilraith-preferencebasedplanningviamaxsat-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{jum-hsu-mci-cai12,\n  author    = {Farah Juma and\n               Eric I. Hsu and\n               Sheila A. McIlraith},\n  title     = {Preference-Based Planning via MaxSAT},\n  booktitle = {Proceedings of the Canadian Conference on Artificial Intelligence},\n  year      = {2012},\n  pages     = {109-120},\n  url = {jum-hsu-mci-cai12.pdf},\n  keywords = {planning, preferences}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsat-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-hsu-cai12.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsat-2012', 'https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-hsu-cai12.pdf', event);\">\n    Dsharp: Fast d-DNNF Compilation with sharpSAT.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C. J.</a>; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; Beck, J. C.;  and Hsu, E. I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Canadian Conference on Artificial Intelligence</i>, pages 356-361,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-hsu-cai12.pdf\"\n     onclick=\"log_download('muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsat-2012', 'https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-hsu-cai12.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Dsharp: Fast d-DNNF Compilation with sharpSAT [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsat-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsat-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mui-mci-bec-hsu-cai12,\n  author    = {Christian J. Muise and\n               Sheila A. McIlraith and\n               J. Christopher Beck and\n               Eric I. Hsu},\n  title     = {Dsharp: Fast d-DNNF Compilation with sharpSAT},\n  booktitle = {Proceedings of the Canadian Conference on Artificial Intelligence},\n  year      = {2012},\n  pages     = {356-361},\n  url = {mui-mci-bec-hsu-cai12.pdf}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-mcilraith-beck-optimallyrelaxingpartialorderplanswithmaxsat-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-icaps12b.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-mcilraith-beck-optimallyrelaxingpartialorderplanswithmaxsat-2012', 'https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-icaps12b.pdf', event);\">\n    Optimally Relaxing Partial-Order Plans with MaxSAT.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C. J.</a>; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Beck, J. C.\n</span>\n\n  \n\n</span>\n\n  In <i>ICAPS</i>,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-icaps12b.pdf\"\n     onclick=\"log_download('muise-mcilraith-beck-optimallyrelaxingpartialorderplanswithmaxsat-2012', 'https://www.cs.toronto.edu/~sheila/publications/mui-mci-bec-icaps12b.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Optimally Relaxing Partial-Order Plans with MaxSAT [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-mcilraith-beck-optimallyrelaxingpartialorderplanswithmaxsat-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-mcilraith-beck-optimallyrelaxingpartialorderplanswithmaxsat-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mui-mci-bec-icaps12b,\n  author    = {Christian J. Muise and\n               Sheila A. McIlraith and\n               J. Christopher Beck},\n  title     = {Optimally Relaxing Partial-Order Plans with MaxSAT},\n  booktitle = {ICAPS},\n  year      = {2012},\n  url        = {mui-mci-bec-icaps12b.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"brewka-eiter-mcilraith-principlesofknowledgerepresentationandreasoningproceedingsofthethirteenthinternationalconferencekr2012romeitalyjune10142012-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Principles of Knowledge Representation and Reasoning: Proceedings of the Thirteenth International Conference, KR 2012, Rome, Italy, June 10-14, 2012.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Brewka, G.; Eiter, T.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>,\n  editors.\n  \n</span>\n\n  \n\n</span>\n\n  AAAI Press.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/brewka-eiter-mcilraith-principlesofknowledgerepresentationandreasoningproceedingsofthethirteenthinternationalconferencekr2012romeitalyjune10142012-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('brewka-eiter-mcilraith-principlesofknowledgerepresentationandreasoningproceedingsofthethirteenthinternationalconferencekr2012romeitalyjune10142012-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@proceedings{bre-eit-mci-kr12,\n  editor    = {Gerhard Brewka and\n               Thomas Eiter and\n               Sheila A. McIlraith},\n  title     = {Principles of Knowledge Representation and Reasoning: Proceedings\n               of the Thirteenth International Conference, KR 2012, Rome,\n               Italy, June 10-14, 2012},\n  booktitle = {KR},\n  publisher = {AAAI Press},\n  year      = {2012},\n  isbn      = {978-1-57735-560-1}\n}\n\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2011\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2011')\"\n      onkeypress=\"toggleGroup('group_2011')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2011</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sohrabi-baier-mcilraith-preferredexplanationstheoryandgenerationviaplanning-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-aaai11.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sohrabi-baier-mcilraith-preferredexplanationstheoryandgenerationviaplanning-2011', 'https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-aaai11.pdf', event);\">\n    Preferred Explanations: Theory and Generation via Planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>; <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J. A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 25th Conference on Artificial Intelligence (AAAI)</i>, pages 261-267, San Francisco, USA, August 2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-aaai11.pdf\"\n     onclick=\"log_download('sohrabi-baier-mcilraith-preferredexplanationstheoryandgenerationviaplanning-2011', 'https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-aaai11.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Preferred Explanations: Theory and Generation via Planning. [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sohrabi-baier-mcilraith-preferredexplanationstheoryandgenerationviaplanning-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>45 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sohrabi-baier-mcilraith-preferredexplanationstheoryandgenerationviaplanning-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{soh-bai-mci-aaai11,\n  title = { Preferred Explanations: Theory and Generation via Planning.},\n  url = {soh-bai-mci-aaai11.pdf},\n  booktitle = {Proceedings of the 25th Conference on Artificial Intelligence (AAAI)},\n  author = {Shirin Sohrabi and Jorge A. Baier and Sheila A. McIlraith},\n  month = {August},\n  year = {2011},\n  pages = {261-267},\n  address = {San Francisco, USA}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"liaskos-mcilraith-sohrabi-mylopoulos-representingandreasoningaboutpreferencesinrequirementsengineering-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.springerlink.com/content/t27624345512v390/\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'liaskos-mcilraith-sohrabi-mylopoulos-representingandreasoningaboutpreferencesinrequirementsengineering-2011', 'http://www.springerlink.com/content/t27624345512v390/', event);\">\n    Representing and reasoning about preferences in requirements engineering.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Liaskos, S.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>;  and Mylopoulos, J.\n</span>\n\n  \n\n</span>\n\n  <i>Requirements Engineering</i>, 16: 227-249.  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.springerlink.com/content/t27624345512v390/\"\n     onclick=\"log_download('liaskos-mcilraith-sohrabi-mylopoulos-representingandreasoningaboutpreferencesinrequirementsengineering-2011', 'http://www.springerlink.com/content/t27624345512v390/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Representing and reasoning about preferences in requirements engineering [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/liaskos-mcilraith-sohrabi-mylopoulos-representingandreasoningaboutpreferencesinrequirementsengineering-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('liaskos-mcilraith-sohrabi-mylopoulos-representingandreasoningaboutpreferencesinrequirementsengineering-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{liaskos-etal-rej11,\n  volume = {16},\n  publisher = {Springer London},\n  author = {Sotirios Liaskos and Sheila A. McIlraith and Shirin Sohrabi and John Mylopoulos},\n  keyword = {Computer Science},\n  title = {Representing and reasoning about preferences in requirements engineering},\n  url = {http://www.springerlink.com/content/t27624345512v390/},\n  journal = {Requirements Engineering},\n  year = {2011},\n  issue = {3},\n  pages = {227-249}\n}\n\n%url={liaskos-etal.pdf}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"juma-hsu-mcilraith-exploitingmaxsatforpreferencebasedplanning-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/jum-hsu-mci-coplas11.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'juma-hsu-mcilraith-exploitingmaxsatforpreferencebasedplanning-2011', 'https://www.cs.toronto.edu/~sheila/publications/jum-hsu-mci-coplas11.pdf', event);\">\n    Exploiting MaxSAT for Preference-Based Planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=http%3A%2F%2Fwww.cs.toronto.edu%2F~fjuma%2Flist.bib\">Juma, F.</a>; Hsu, E. I.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ICAPS-11 Workshop on Constraint Satisfaction Techniques for Planning and Scheduling Problems (COPLAS)</i>,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/jum-hsu-mci-coplas11.pdf\"\n     onclick=\"log_download('juma-hsu-mcilraith-exploitingmaxsatforpreferencebasedplanning-2011', 'https://www.cs.toronto.edu/~sheila/publications/jum-hsu-mci-coplas11.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Exploiting MaxSAT for Preference-Based Planning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/juma-hsu-mcilraith-exploitingmaxsatforpreferencebasedplanning-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('juma-hsu-mcilraith-exploitingmaxsatforpreferencebasedplanning-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{jum-hsu-mci-coplas11,\n  url = {jum-hsu-mci-coplas11.pdf},\n  author = {Farah Juma and Eric I. Hsu and Sheila A. McIlraith},\n  title = {Exploiting MaxSAT for Preference-Based Planning},\n  booktitle = {Proceedings of the ICAPS-11 Workshop on Constraint Satisfaction Techniques for Planning and Scheduling Problems (COPLAS)},\n  year = {2011},\n  keywords = {planning, preferences}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-mcilraith-beck-optimizationofpartialorderplansviamaxsat-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-coplas11.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-mcilraith-beck-optimizationofpartialorderplansviamaxsat-2011', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-coplas11.pdf', event);\">\n    Optimization of Partial-Order Plans via MAXSAT.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Muise, C.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Beck, J. C.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ICAPS-11 Workshop on Constraint Satisfaction Techniques for Planning and Scheduling Problems (COPLAS)</i>,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-coplas11.pdf\"\n     onclick=\"log_download('muise-mcilraith-beck-optimizationofpartialorderplansviamaxsat-2011', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-coplas11.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Optimization of Partial-Order Plans via MAXSAT [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-mcilraith-beck-optimizationofpartialorderplansviamaxsat-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-mcilraith-beck-optimizationofpartialorderplansviamaxsat-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mui-etal-coplas11,\n url = {mui-etal-coplas11.pdf},\nauthor = {Christian Muise and Sheila A. McIlraith and J. Christopher Beck}, \n  title = {Optimization of Partial-Order Plans via MAXSAT},\n        booktitle = {Proceedings of the ICAPS-11 Workshop\n on Constraint Satisfaction Techniques for Planning and Scheduling\n Problems (COPLAS)},\n year = {2011}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"delarosa-mcilraith-learningdomaincontrolknowledgefortlplanandbeyond-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ros-mci-pal11.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'delarosa-mcilraith-learningdomaincontrolknowledgefortlplanandbeyond-2011', 'https://www.cs.toronto.edu/~sheila/publications/ros-mci-pal11.pdf', event);\">\n    Learning Domain Control Knowledge for TLPlan and Beyond.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  de la Rosa, T.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ICAPS-11 Workshop on Planning and Learning (PAL)</i>,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ros-mci-pal11.pdf\"\n     onclick=\"log_download('delarosa-mcilraith-learningdomaincontrolknowledgefortlplanandbeyond-2011', 'https://www.cs.toronto.edu/~sheila/publications/ros-mci-pal11.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning Domain Control Knowledge for TLPlan and Beyond [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/delarosa-mcilraith-learningdomaincontrolknowledgefortlplanandbeyond-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>9 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('delarosa-mcilraith-learningdomaincontrolknowledgefortlplanandbeyond-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ros-mci-pal11,\n url = {ros-mci-pal11.pdf},\n author = {Tomas de la Rosa and Sheila A. McIlraith},\n title = {Learning Domain Control Knowledge for TLPlan and Beyond},\n booktitle = {Proceedings of the ICAPS-11 Workshop on\n  Planning and Learning (PAL)},\n  year = {2011}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"razavi-farzan-mcilraith-predictingatomicityviolationsinconcurrentprogramsviaplanning-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/raz-etal-vvps11.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'razavi-farzan-mcilraith-predictingatomicityviolationsinconcurrentprogramsviaplanning-2011', 'https://www.cs.toronto.edu/~sheila/publications/raz-etal-vvps11.pdf', event);\">\n    Predicting Atomicity Violations in Concurrent Programs via Planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Razavi, N.; Farzan, A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ICAPS-11 Workshop on Verification and Validation of Planning and Scheduling Systems (VVPS)</i>,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/raz-etal-vvps11.pdf\"\n     onclick=\"log_download('razavi-farzan-mcilraith-predictingatomicityviolationsinconcurrentprogramsviaplanning-2011', 'https://www.cs.toronto.edu/~sheila/publications/raz-etal-vvps11.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Predicting Atomicity Violations in Concurrent Programs via Planning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/razavi-farzan-mcilraith-predictingatomicityviolationsinconcurrentprogramsviaplanning-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('razavi-farzan-mcilraith-predictingatomicityviolationsinconcurrentprogramsviaplanning-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{raz-far-mci-vvps11,\n url = {raz-etal-vvps11.pdf},\n author = {Niloofar Razavi and Azadeh Farzan and Sheila A. McIlraith},\n title = {Predicting Atomicity Violations in Concurrent Programs via Planning},\n booktitle = {Proceedings of the ICAPS-11 Workshop on\n Verification and Validation of Planning and Scheduling Systems (VVPS)}, \n  year = {2011}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-mcilraith-beck-monitoringtheexecutionofpartialorderplansviaregression-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-ijcai11.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-mcilraith-beck-monitoringtheexecutionofpartialorderplansviaregression-2011', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-ijcai11.pdf', event);\">\n    Monitoring the Execution of Partial-Order Plans via Regression.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Beck, J. C.\n</span>\n\n  \n\n</span>\n\n  In <i>Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 1975-1982,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-ijcai11.pdf\"\n     onclick=\"log_download('muise-mcilraith-beck-monitoringtheexecutionofpartialorderplansviaregression-2011', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-ijcai11.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Monitoring the Execution of Partial-Order Plans via Regression [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-mcilraith-beck-monitoringtheexecutionofpartialorderplansviaregression-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-mcilraith-beck-monitoringtheexecutionofpartialorderplansviaregression-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ mui-etal-ijcai11,\n  title = {Monitoring the Execution of Partial-Order Plans via Regression},\n  url = {mui-etal-ijcai11.pdf},\n  booktitle = {Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI)},\n  author = {Christian Muise and Sheila A. McIlraith and J. Christopher Beck},\n  year = {2011},\n  pages = {1975-1982}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bienvenu-fritz-mcilraith-specifyingandcomputingpreferredplans-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bie-fri-mci-aij11.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bienvenu-fritz-mcilraith-specifyingandcomputingpreferredplans-2011', 'https://www.cs.toronto.edu/~sheila/publications/bie-fri-mci-aij11.pdf', event);\">\n    Specifying and Computing Preferred Plans.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bienvenu, M.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence</i>, 175(7-8): 1308-1345.  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bie-fri-mci-aij11.pdf\"\n     onclick=\"log_download('bienvenu-fritz-mcilraith-specifyingandcomputingpreferredplans-2011', 'https://www.cs.toronto.edu/~sheila/publications/bie-fri-mci-aij11.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Specifying and Computing Preferred Plans [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bienvenu-fritz-mcilraith-specifyingandcomputingpreferredplans-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bienvenu-fritz-mcilraith-specifyingandcomputingpreferredplans-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ bie-fri-mci-aij11,\n  volume = {175},\n  number = {7-8},\n  title = {Specifying and Computing Preferred Plans},\n  url = {bie-fri-mci-aij11.pdf},\n  journal = {Artificial Intelligence},\n  keywords = {Planning with preferences},\n  pages = {1308-1345},\n  author = {Meghyn Bienvenu and Christian Fritz and Sheila A. McIlraith},\n  year = {2011},\n  keywords = {planning, LTL, preferences}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"morgenstern-mcilraith-johnmccarthyslegacy-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://dx.doi.org/10.1016/j.artint.2010.11.003\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'morgenstern-mcilraith-johnmccarthyslegacy-2011', 'http://dx.doi.org/10.1016/j.artint.2010.11.003', event);\">\n    John McCarthy's Legacy.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Morgenstern, L.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence</i>, 175(1): 1-24. January 2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://dx.doi.org/10.1016/j.artint.2010.11.003\"\n     onclick=\"log_download('morgenstern-mcilraith-johnmccarthyslegacy-2011', 'http://dx.doi.org/10.1016/j.artint.2010.11.003', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"John McCarthy&#x27;s Legacy [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/morgenstern-mcilraith-johnmccarthyslegacy-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('morgenstern-mcilraith-johnmccarthyslegacy-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ mor-mci-aij11,\n  month = {January},\n  number = {1},\n  title = {John McCarthy&#x27;s Legacy},\n  url = {http://dx.doi.org/10.1016/j.artint.2010.11.003},\n  journal = {Artificial Intelligence},\n  pages = {1-24},\n  author = {Leora Morgenstern and Sheila A. McIlraith},\n  year = {2011},\n  volume = {175}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-fritz-mcilraith-gologstylesearchcontrolforplanning-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-fri-mci-levbook11.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-fritz-mcilraith-gologstylesearchcontrolforplanning-2011', 'https://www.cs.toronto.edu/~sheila/publications/bai-fri-mci-levbook11.pdf', event);\">\n    Golog-Style Search Control for Planning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Baier, J.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In Lakemeyer, G.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>, editor(s), <i>Knowing, Reasoning, and Action, Essays in Honour of Hector J. Levesque</i>, pages 47-66. College Publications,  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-fri-mci-levbook11.pdf\"\n     onclick=\"log_download('baier-fritz-mcilraith-gologstylesearchcontrolforplanning-2011', 'https://www.cs.toronto.edu/~sheila/publications/bai-fri-mci-levbook11.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Golog-Style Search Control for Planning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-fritz-mcilraith-gologstylesearchcontrolforplanning-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-fritz-mcilraith-gologstylesearchcontrolforplanning-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{bai-fri-mci-lev11,\n  author = {Jorge Baier and Christian Fritz and Sheila A. McIlraith},\n  url = {bai-fri-mci-levbook11.pdf},\n  title = {Golog-Style Search Control for Planning},\n  booktitle = {Knowing, Reasoning, and Action, Essays in Honour of Hector J. Levesque},\n  editor = {Gerhard Lakemeyer and Sheila A. McIlraith},\n  pages = {47-66},\n publisher = {College Publications},\n  year = {2011},\n}\n\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2010\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2010')\"\n      onkeypress=\"toggleGroup('group_2010')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2010</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hsu-mcilraith-computingequivalenttransformationsforcombinatorialoptimizationbybranchandboundsearch-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-socs10.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hsu-mcilraith-computingequivalenttransformationsforcombinatorialoptimizationbybranchandboundsearch-2010', 'https://www.cs.toronto.edu/~sheila/publications/hsu-socs10.pdf', event);\">\n    Computing Equivalent Transformations for Combinatorial Optimization by Branch-and-Bound Search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Hsu, E. I.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Third Annual Symposium on Combinatorial Search (SoCS '10), Stone Mountain, GA.</i>,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-socs10.pdf\"\n     onclick=\"log_download('hsu-mcilraith-computingequivalenttransformationsforcombinatorialoptimizationbybranchandboundsearch-2010', 'https://www.cs.toronto.edu/~sheila/publications/hsu-socs10.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Computing Equivalent Transformations for Combinatorial Optimization by Branch-and-Bound Search [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hsu-mcilraith-computingequivalenttransformationsforcombinatorialoptimizationbybranchandboundsearch-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hsu-mcilraith-computingequivalenttransformationsforcombinatorialoptimizationbybranchandboundsearch-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ hsu-socs10,\n  author    = {Eric I. Hsu and Sheila A. McIlraith},\n  title     = {Computing Equivalent Transformations for Combinatorial\n                  Optimization by Branch-and-Bound Search},\n  booktitle = {Proceedings of Third Annual Symposium on Combinatorial\n                  Search (SoCS &#x27;10), Stone Mountain, GA.},\n  year      = {2010},\n  url = {hsu-socs10.pdf}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-mcilraith-beck-hsu-fastddnnfcompilationwithsharpsat-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-wara10.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-mcilraith-beck-hsu-fastddnnfcompilationwithsharpsat-2010', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-wara10.pdf', event);\">\n    Fast d-DNNF Compilation with sharpSAT.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Muise, C.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; Beck, J. C.;  and Hsu, E. I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI-10 Workshop on Abstraction, Reformulation, and Approximation (WARA-10)</i>, Atlanta, GA, USA,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-wara10.pdf\"\n     onclick=\"log_download('muise-mcilraith-beck-hsu-fastddnnfcompilationwithsharpsat-2010', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-wara10.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Fast d-DNNF Compilation with sharpSAT [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-mcilraith-beck-hsu-fastddnnfcompilationwithsharpsat-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-mcilraith-beck-hsu-fastddnnfcompilationwithsharpsat-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ mui-etal-wara10,\n  title = {Fast d-DNNF Compilation with sharpSAT},\n  url = {mui-etal-wara10.pdf},\n  booktitle = {Proceedings of the AAAI-10 Workshop on Abstraction, \nReformulation, and Approximation (WARA-10)},\n  author = {Christian Muise and Sheila A. McIlraith and J. Christopher Beck and \nEric I. Hsu},\n  year = {2010},\n  address = {Atlanta, GA, USA}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sohrabi-mcilraith-preferencebasedwebservicecompositionamiddlegroundbetweenexecutionandsearch-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-mci-iswc10.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sohrabi-mcilraith-preferencebasedwebservicecompositionamiddlegroundbetweenexecutionandsearch-2010', 'https://www.cs.toronto.edu/~sheila/publications/soh-mci-iswc10.pdf', event);\">\n    Preference-based Web Service Composition: A Middle Ground Between Execution and Search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 9th International Semantic Web Conference (ISWC-10)</i>, pages 713-729, Shanghai, China, November 2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-mci-iswc10.pdf\"\n     onclick=\"log_download('sohrabi-mcilraith-preferencebasedwebservicecompositionamiddlegroundbetweenexecutionandsearch-2010', 'https://www.cs.toronto.edu/~sheila/publications/soh-mci-iswc10.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Preference-based Web Service Composition: A Middle Ground Between Execution and Search [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sohrabi-mcilraith-preferencebasedwebservicecompositionamiddlegroundbetweenexecutionandsearch-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>13 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sohrabi-mcilraith-preferencebasedwebservicecompositionamiddlegroundbetweenexecutionandsearch-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ soh-mci-iswc10,\n  author = {Shirin Sohrabi  and Sheila A. McIlraith},\n  title = {Preference-based Web Service Composition: A Middle Ground Between Execution and Search},\n  url = {soh-mci-iswc10.pdf},\n  booktitle = {Proceedings of the 9th International Semantic Web Conference (ISWC-10)},\n  address = {Shanghai, China},\n  month = {November},\n  year = {2010},\n  pages = {713-729},\n  keywords = {preferences, planning, web service composition}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"liaskos-mcilraith-sohrabi-mylopoulos-integratingpreferencesintogoalmodelsforrequirementsengineering-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/lia-etal-re10.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'liaskos-mcilraith-sohrabi-mylopoulos-integratingpreferencesintogoalmodelsforrequirementsengineering-2010', 'https://www.cs.toronto.edu/~sheila/publications/lia-etal-re10.pdf', event);\">\n    Integrating Preferences into Goal Models for Requirements Engineering.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Liaskos, S.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>;  and Mylopoulos, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 10th International Requirements Engineering Conference (RE-10)</i>, Sydney, Australia, September 2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/lia-etal-re10.pdf\"\n     onclick=\"log_download('liaskos-mcilraith-sohrabi-mylopoulos-integratingpreferencesintogoalmodelsforrequirementsengineering-2010', 'https://www.cs.toronto.edu/~sheila/publications/lia-etal-re10.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Integrating Preferences into Goal Models for Requirements Engineering [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/liaskos-mcilraith-sohrabi-mylopoulos-integratingpreferencesintogoalmodelsforrequirementsengineering-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('liaskos-mcilraith-sohrabi-mylopoulos-integratingpreferencesintogoalmodelsforrequirementsengineering-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{lia-etal-re10,\n  author = {Sotirios Liaskos and Sheila A. McIlraith and Shirin Sohrabi  and John Mylopoulos },\n  title = {Integrating Preferences into Goal Models for Requirements Engineering},\n  url = {lia-etal-re10.pdf},\n  booktitle = {Proceedings of the 10th International Requirements Engineering Conference (RE-10)},\n  address = {Sydney, Australia},\n  month = {September},\n  year = {2010},\n  keywords = {preferences, planning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sohrabi-baier-mcilraith-diagnosisasplanningrevisited-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-kr10.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sohrabi-baier-mcilraith-diagnosisasplanningrevisited-2010', 'https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-kr10.pdf', event);\">\n    Diagnosis as Planning Revisited.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>; <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J. A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 12th International Conference on the Principles of Knowledge Representation and Reasoning (KR)</i>, pages 26-36, Toronto, Canada, May 2010. \n  <span class=\"note\">An abridged version of this paper appears in International Workshop on Principles of Diagnosis (DX-10).</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-kr10.pdf\"\n     onclick=\"log_download('sohrabi-baier-mcilraith-diagnosisasplanningrevisited-2010', 'https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-kr10.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Diagnosis as Planning Revisited [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sohrabi-baier-mcilraith-diagnosisasplanningrevisited-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>61 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sohrabi-baier-mcilraith-diagnosisasplanningrevisited-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ sohBaiMcIKR10,\n  author = {Shirin Sohrabi and Jorge A. Baier and Sheila A. McIlraith},\n  title = {Diagnosis as Planning Revisited},\n  url = {soh-bai-mci-kr10.pdf},\n  booktitle = {Proceedings of the 12th International Conference on the Principles of Knowledge Representation and Reasoning (KR)},\n  address = {Toronto, Canada},\n  month = {May},\n  note = {An abridged version of this paper appears in International Workshop on Principles of Diagnosis (DX-10).},\n  year = {2010},\n  pages = {26-36}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chaudhri-bredeweg-fikes-mcilraith-wellman-acategorizationofkrrmethodsforrequirementanalysisofaqueryansweringknowledgebase-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/cha-etal-fois10.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chaudhri-bredeweg-fikes-mcilraith-wellman-acategorizationofkrrmethodsforrequirementanalysisofaqueryansweringknowledgebase-2010', 'https://www.cs.toronto.edu/~sheila/publications/cha-etal-fois10.pdf', event);\">\n    A Categorization of KR&R Methods for Requirement Analysis of a Query Answering Knowledge Base.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chaudhri, V. K.; Bredeweg, B.; Fikes, R.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Wellman, M. P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 6th International Conference on Formal Ontology in Information Systems (FOIS'10)</i>, pages 158-171,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/cha-etal-fois10.pdf\"\n     onclick=\"log_download('chaudhri-bredeweg-fikes-mcilraith-wellman-acategorizationofkrrmethodsforrequirementanalysisofaqueryansweringknowledgebase-2010', 'https://www.cs.toronto.edu/~sheila/publications/cha-etal-fois10.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Categorization of KR&amp;R Methods for Requirement Analysis of a Query Answering Knowledge Base [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chaudhri-bredeweg-fikes-mcilraith-wellman-acategorizationofkrrmethodsforrequirementanalysisofaqueryansweringknowledgebase-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chaudhri-bredeweg-fikes-mcilraith-wellman-acategorizationofkrrmethodsforrequirementanalysisofaqueryansweringknowledgebase-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@INPROCEEDINGS{cha-etal-fois10,\nAUTHOR = {Vinay K. Chaudhri and Bert Bredeweg and Richard Fikes and \nSheila A. McIlraith and Michael P. Wellman},\nTITLE = {A Categorization of KR&amp;R Methods for Requirement Analysis of a Query Answering Knowledge Base},\nurl = {cha-etal-fois10.pdf},\nbooktitle = {Proceedings of the 6th International Conference on Formal Ontology in Information Systems (FOIS&#x27;10)},\nPAGES = {158-171},\nYEAR = {2010}  }\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2009\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2009')\"\n      onkeypress=\"toggleGroup('group_2009')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2009</span>\n      <span class=\"bibbase_group_count\">\n        \n        (12)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"liaskos-mcilraith-mylopoulos-towardsaugmentingrequirementsmodelswithpreferences-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/lia-mci-myl-ase09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'liaskos-mcilraith-mylopoulos-towardsaugmentingrequirementsmodelswithpreferences-2009', 'https://www.cs.toronto.edu/~sheila/publications/lia-mci-myl-ase09.pdf', event);\">\n    Towards Augmenting Requirements Models with Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Liaskos, S.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>;  and Mylopoulos, J.\n</span>\n\n  \n\n</span>\n\n  In <i>ASE</i>, pages 565-569,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/lia-mci-myl-ase09.pdf\"\n     onclick=\"log_download('liaskos-mcilraith-mylopoulos-towardsaugmentingrequirementsmodelswithpreferences-2009', 'https://www.cs.toronto.edu/~sheila/publications/lia-mci-myl-ase09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards Augmenting Requirements Models with Preferences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/liaskos-mcilraith-mylopoulos-towardsaugmentingrequirementsmodelswithpreferences-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('liaskos-mcilraith-mylopoulos-towardsaugmentingrequirementsmodelswithpreferences-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{lia-mci-myl-ase09,\n  author    = {Sotirios Liaskos and\n               Sheila A. McIlraith and\n               John Mylopoulos},\n  title     = {Towards Augmenting Requirements Models with Preferences},\n  url       = {lia-mci-myl-ase09.pdf},\n  booktitle = {ASE},\n  year      = {2009},\n  pages     = {565-569}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-baier-mcilraith-viewinglandmarksastemporallyextendedgoals-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/wan-bai-mci-icaps09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-baier-mcilraith-viewinglandmarksastemporallyextendedgoals-2009', 'https://www.cs.toronto.edu/~sheila/publications/wan-bai-mci-icaps09.pdf', event);\">\n    Viewing Landmarks as Temporally Extended Goals.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wang, L.; Baier, J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ICAPS09 Workshop on Heuristics for Domain Independent Planning</i>,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/wan-bai-mci-icaps09.pdf\"\n     onclick=\"log_download('wang-baier-mcilraith-viewinglandmarksastemporallyextendedgoals-2009', 'https://www.cs.toronto.edu/~sheila/publications/wan-bai-mci-icaps09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Viewing Landmarks as Temporally Extended Goals [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-baier-mcilraith-viewinglandmarksastemporallyextendedgoals-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>9 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-baier-mcilraith-viewinglandmarksastemporallyextendedgoals-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{wan-bai-mci-icaps09,\n  url = {wan-bai-mci-icaps09.pdf},\n        author = {Letao Wang and Jorge Baier and Sheila A. McIlraith},\n        title = {Viewing Landmarks as Temporally Extended Goals},\n        booktitle = {Proceedings of the ICAPS09 Workshop on Heuristics for Domain Independent Planning},\n        year = 2009\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"albarghouthi-baier-mcilraith-ontheuseofplanningtechnologyforverification-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/alb-bai-mci-icaps09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'albarghouthi-baier-mcilraith-ontheuseofplanningtechnologyforverification-2009', 'https://www.cs.toronto.edu/~sheila/publications/alb-bai-mci-icaps09.pdf', event);\">\n    On the Use of Planning Technology for Verification.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Albarghouthi, A.; Baier, J.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ICAPS09 Workshop on Heuristics for Domain Independent Planning</i>,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/alb-bai-mci-icaps09.pdf\"\n     onclick=\"log_download('albarghouthi-baier-mcilraith-ontheuseofplanningtechnologyforverification-2009', 'https://www.cs.toronto.edu/~sheila/publications/alb-bai-mci-icaps09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On the Use of Planning Technology for Verification [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/albarghouthi-baier-mcilraith-ontheuseofplanningtechnologyforverification-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('albarghouthi-baier-mcilraith-ontheuseofplanningtechnologyforverification-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{alb-bai-mci-icaps09,\n  url = {alb-bai-mci-icaps09.pdf},\n        author = {Aws Albarghouthi and Jorge Baier and Sheila A. McIlraith},\n        title = {On the Use of Planning Technology for Verification},\n        booktitle = {Proceedings of the ICAPS09 Workshop on Heuristics for Domain Independent Planning},\n        year = 2009\n}\n\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hsu-mcilraith-varsatintegratingnovelprobabilisticinferencetechniqueswithdpllsearch-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-mci-sat09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hsu-mcilraith-varsatintegratingnovelprobabilisticinferencetechniqueswithdpllsearch-2009', 'https://www.cs.toronto.edu/~sheila/publications/hsu-mci-sat09.pdf', event);\">\n    VARSAT: Integrating Novel Probabilistic Inference Techniques with DPLL Search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Hsu, E. I.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 12th International Conference on Theory and Applications of Satisfiability Testing (SAT09)</i>, pages 377-390,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-mci-sat09.pdf\"\n     onclick=\"log_download('hsu-mcilraith-varsatintegratingnovelprobabilisticinferencetechniqueswithdpllsearch-2009', 'https://www.cs.toronto.edu/~sheila/publications/hsu-mci-sat09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"VARSAT: Integrating Novel Probabilistic Inference Techniques with DPLL Search [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hsu-mcilraith-varsatintegratingnovelprobabilisticinferencetechniqueswithdpllsearch-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hsu-mcilraith-varsatintegratingnovelprobabilisticinferencetechniqueswithdpllsearch-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{hsu-mci-sat09,\n  author    = {Eric I. Hsu and\n               Sheila A. McIlraith},\n  url       = {hsu-mci-sat09.pdf},\n  title     = {VARSAT: Integrating Novel Probabilistic Inference Techniques\n               with DPLL Search},\n  booktitle = {Proceedings of the 12th International Conference \n   on Theory and Applications of Satisfiability Testing (SAT09)},\n  year      = {2009},\n  pages     = {377-390}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sohrabi-prokoshyna-mcilraith-webservicecompositionviathecustomizationofgologprogramswithuserpreferences-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-pro-mci-jm09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sohrabi-prokoshyna-mcilraith-webservicecompositionviathecustomizationofgologprogramswithuserpreferences-2009', 'https://www.cs.toronto.edu/~sheila/publications/soh-pro-mci-jm09.pdf', event);\">\n    Web Service Composition via the Customization of Golog Programs with User Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>; Prokoshyna, N.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In Borgida, A. T.; Chaudhri, V. K.; Giorgini, P.;  and Yu, E. S., editor(s), <i>Conceptual Modeling: Foundations and Applications: Essays in Honor of John Mylopoulos</i>, pages 319-334. Springer-Verlag,  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-pro-mci-jm09.pdf\"\n     onclick=\"log_download('sohrabi-prokoshyna-mcilraith-webservicecompositionviathecustomizationofgologprogramswithuserpreferences-2009', 'https://www.cs.toronto.edu/~sheila/publications/soh-pro-mci-jm09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Web Service Composition via the Customization of Golog Programs with User Preferences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sohrabi-prokoshyna-mcilraith-webservicecompositionviathecustomizationofgologprogramswithuserpreferences-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sohrabi-prokoshyna-mcilraith-webservicecompositionviathecustomizationofgologprogramswithuserpreferences-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{soh-pro-mci-jm09,\n  author = {Shirin Sohrabi and Nataliya Prokoshyna and Sheila A. McIlraith},\n  url = {soh-pro-mci-jm09.pdf},\n  title = {Web Service Composition via the Customization of Golog Programs with User Preferences},\n  booktitle = {Conceptual Modeling: Foundations and Applications: Essays in Honor of John Mylopoulos},\n  editor = {Alexander T. Borgida and Vinay K. Chaudhri and Paolo Giorgini and Eric S. Yu},\n  pages = {319-334},\n publisher = {Springer-Verlag},\n  year = {2009},\n  keywords = {preferences, web service composition}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sohrabi-mcilraith-optimizingwebservicecompositionwhileenforcingregulations-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-mci-iswc09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sohrabi-mcilraith-optimizingwebservicecompositionwhileenforcingregulations-2009', 'https://www.cs.toronto.edu/~sheila/publications/soh-mci-iswc09.pdf', event);\">\n    Optimizing Web Service Composition while Enforcing Regulations.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 8th International Semantic Web Conference (ISWC09)</i>, pages 601-617,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-mci-iswc09.pdf\"\n     onclick=\"log_download('sohrabi-mcilraith-optimizingwebservicecompositionwhileenforcingregulations-2009', 'https://www.cs.toronto.edu/~sheila/publications/soh-mci-iswc09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Optimizing Web Service Composition while Enforcing Regulations [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sohrabi-mcilraith-optimizingwebservicecompositionwhileenforcingregulations-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sohrabi-mcilraith-optimizingwebservicecompositionwhileenforcingregulations-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{soh-mci-iswc09,\n  author = {Shirin Sohrabi and Sheila A. McIlraith},\n  url = {soh-mci-iswc09.pdf},\n  booktitle = {Proceedings of the 8th International Semantic Web Conference (ISWC09)},\n  title = {Optimizing Web Service Composition while Enforcing Regulations},\n  year = {2009},\n  pages = {601-617}\n}\n\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fritz-mcilraith-generatingoptimalplansinhighlydynamicdomains-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-uai09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'fritz-mcilraith-generatingoptimalplansinhighlydynamicdomains-2009', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-uai09.pdf', event);\">\n    Generating Optimal Plans in Highly-Dynamic Domains.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of The 25th Conference on Uncertainty in Artificial Intelligence (UAI), Montreal, Canada, June 18-21</i>,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-uai09.pdf\"\n     onclick=\"log_download('fritz-mcilraith-generatingoptimalplansinhighlydynamicdomains-2009', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-uai09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Generating Optimal Plans in Highly-Dynamic Domains [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fritz-mcilraith-generatingoptimalplansinhighlydynamicdomains-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fritz-mcilraith-generatingoptimalplansinhighlydynamicdomains-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ fri-mci-uai09,\n  author = {Christian Fritz and Sheila A. McIlraith},\n  url = {fri-mci-uai09.pdf},\n  booktitle = {Proceedings of The 25th Conference on Uncertainty in Artificial Intelligence (UAI), Montreal, Canada, June 18-21},\n  title = {Generating Optimal Plans in Highly-Dynamic Domains},\n  year = {2009}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fritz-mcilraith-computingrobustplansincontinuousdomains-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'fritz-mcilraith-computingrobustplansincontinuousdomains-2009', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps09.pdf', event);\">\n    Computing Robust Plans in Continuous Domains.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 19th International Conference on Automated Planning and Scheduling (ICAPS), September 19-23, 2009, Thessaloniki, Greece</i>, pages 346-349,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps09.pdf\"\n     onclick=\"log_download('fritz-mcilraith-computingrobustplansincontinuousdomains-2009', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Computing Robust Plans in Continuous Domains [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fritz-mcilraith-computingrobustplansincontinuousdomains-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fritz-mcilraith-computingrobustplansincontinuousdomains-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ fri-mci-icaps09,\n  author = {Christian Fritz and Sheila McIlraith},\n  url = {fri-mci-icaps09.pdf},\n  booktitle = {Proceedings of the 19th International Conference on Automated Planning and Scheduling (ICAPS), September 19-23, 2009, Thessaloniki, Greece},\n  title = {Computing Robust Plans in Continuous Domains},\n  year = {2009},\n  pages = {346-349}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-mcilraith-baier-reimer-exploitingngramanalysistopredictoperatorsequences-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-icaps09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'muise-mcilraith-baier-reimer-exploitingngramanalysistopredictoperatorsequences-2009', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-icaps09.pdf', event);\">\n    Exploiting N-gram Analysis to Predict Operator Sequences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C.</a>; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J. A.</a>;  and Reimer, M.\n</span>\n\n  \n\n</span>\n\n  In <i>19th International Conference on Automated Planning and Scheduling (ICAPS09)</i>, Thessaloniki, Greece,  2009. \n  <span class=\"note\">A version of this paper also appeared in the ICAPS09 Workshop on Learning in Planning.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mui-etal-icaps09.pdf\"\n     onclick=\"log_download('muise-mcilraith-baier-reimer-exploitingngramanalysistopredictoperatorsequences-2009', 'https://www.cs.toronto.edu/~sheila/publications/mui-etal-icaps09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Exploiting N-gram Analysis to Predict Operator Sequences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-mcilraith-baier-reimer-exploitingngramanalysistopredictoperatorsequences-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-mcilraith-baier-reimer-exploitingngramanalysistopredictoperatorsequences-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ mui-etal-icaps09,\n  author = {Christian Muise and Sheila McIlraith and Jorge A. Baier and Michael Reimer},\n  title = {Exploiting N-gram Analysis to Predict Operator Sequences},\n  url = {mui-etal-icaps09.pdf},\n  booktitle = {19th International Conference on Automated Planning and Scheduling (ICAPS09)},\n  address = {Thessaloniki, Greece},\n  year = {2009},\n  note = {A version of this paper also appeared in the ICAPS09 Workshop on \n Learning in Planning.}\n\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sohrabi-baier-mcilraith-htnplanningwithpreferences-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-ijcai09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sohrabi-baier-mcilraith-htnplanningwithpreferences-2009', 'https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-ijcai09.pdf', event);\">\n    HTN Planning with Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>; <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Twenty-First International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 1790-1797, Pasadena, California,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-ijcai09.pdf\"\n     onclick=\"log_download('sohrabi-baier-mcilraith-htnplanningwithpreferences-2009', 'https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-ijcai09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"HTN Planning with Preferences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sohrabi-baier-mcilraith-htnplanningwithpreferences-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>43 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sohrabi-baier-mcilraith-htnplanningwithpreferences-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ soh-bai-mci-ijcai09,\n  title = {HTN Planning with Preferences},\n  url = {soh-bai-mci-ijcai09.pdf},\n  booktitle = {Twenty-First International Joint Conference on Artificial Intelligence (IJCAI)},\n  author = {Shirin Sohrabi and Jorge Baier and Sheila A. McIlraith},\n  year = {2009},\n  pages = {1790-1797},\n  address = {Pasadena, California},\n  keywords = {planning, preferences}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-bacchus-mcilraith-aheuristicsearchapproachtoplanningwithtemporallyextendedpreferences-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-bac-mci-aij09.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-bacchus-mcilraith-aheuristicsearchapproachtoplanningwithtemporallyextendedpreferences-2009', 'https://www.cs.toronto.edu/~sheila/publications/bai-bac-mci-aij09.pdf', event);\">\n    A Heuristic Search Approach to Planning with Temporally Extended Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J. A.</a>; <a class=\"bibbase author link\" href=\"https://www.cs.utoronto.ca/~fbacchus/research.shtml\">Bacchus, F.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence</i>, 173(5-6): 593-618.  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-bac-mci-aij09.pdf\"\n     onclick=\"log_download('baier-bacchus-mcilraith-aheuristicsearchapproachtoplanningwithtemporallyextendedpreferences-2009', 'https://www.cs.toronto.edu/~sheila/publications/bai-bac-mci-aij09.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Heuristic Search Approach to Planning with Temporally Extended Preferences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-bacchus-mcilraith-aheuristicsearchapproachtoplanningwithtemporallyextendedpreferences-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>24 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-bacchus-mcilraith-aheuristicsearchapproachtoplanningwithtemporallyextendedpreferences-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ bai-bac-mci-aij09,\n  author = {Jorge A. Baier and Fahiem Bacchus and Sheila A. McIlraith},\n  url = {bai-bac-mci-aij09.pdf},\n  journal = {Artificial Intelligence},\n  title = {A Heuristic Search Approach to Planning with Temporally Extended Preferences},\n  number = {5-6},\n  volume = {173},\n  year = {2009},\n  pages = {593-618},\n  keywords = {LTL, planning, preferences}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-mcilraith-yu-mylopoulos-monitoringanddiagnosingsoftwarerequirements-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/wan-etal-ase08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-mcilraith-yu-mylopoulos-monitoringanddiagnosingsoftwarerequirements-2009', 'https://www.cs.toronto.edu/~sheila/publications/wan-etal-ase08.pdf', event);\">\n    Monitoring and Diagnosing Software Requirements.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wang, Y.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Yu, Y.;  and Mylopoulos, J.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Automated Software Engineering</i>, 16(1).  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/wan-etal-ase08.pdf\"\n     onclick=\"log_download('wang-mcilraith-yu-mylopoulos-monitoringanddiagnosingsoftwarerequirements-2009', 'https://www.cs.toronto.edu/~sheila/publications/wan-etal-ase08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Monitoring and Diagnosing Software Requirements [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-mcilraith-yu-mylopoulos-monitoringanddiagnosingsoftwarerequirements-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-mcilraith-yu-mylopoulos-monitoringanddiagnosingsoftwarerequirements-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{wan-etal-aij08.bib,\n   author =      {Wang, Y. and McIlraith, S. and Yu, Y. and Mylopoulos, J.},\n   title =       {Monitoring and Diagnosing Software Requirements},\n   journal =     {Journal of Automated Software Engineering},\n   year =        {2009},\n volume = {16},\n number = {1},\n year = {2009},\n issn = {3-35},\n publisher = {Springer Netherlands},\n url = {wan-etal-ase08.pdf}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2008\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2008')\"\n      onkeypress=\"toggleGroup('group_2008')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2008</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"baier-mcilraith-planningwithpreferences-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-aim08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-mcilraith-planningwithpreferences-2008', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-aim08.pdf', event);\">\n    Planning with Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J. A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  <i>AI Magazine</i>, 29(4): 25-36.  2008.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-aim08.pdf\"\n     onclick=\"log_download('baier-mcilraith-planningwithpreferences-2008', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-aim08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning with Preferences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-mcilraith-planningwithpreferences-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>20 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-mcilraith-planningwithpreferences-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ bai-mci-aim08,\n  author = {Jorge A. Baier and Sheila A. McIlraith},\n  url = {bai-mci-aim08.pdf},\n  journal = {AI Magazine},\n  title = {Planning with Preferences},\n  number = {4},\n  volume = {29},\n  year = {2008},\n  pages = {25-36},\n  keywords = {planning, preferences}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gruninger-hull-mcilraith-ashortoverviewofflowsafirstorderlogicontologyofwebservices-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ieee08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gruninger-hull-mcilraith-ashortoverviewofflowsafirstorderlogicontologyofwebservices-2008', 'https://www.cs.toronto.edu/~sheila/publications/ieee08.pdf', event);\">\n    A Short Overview of FLOWS: A First-Order Logic Ontology of Web Services.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gruninger, M.; Hull, R.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Engineering Bulletin.</i>, 31(3): 3-7.  2008.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ieee08.pdf\"\n     onclick=\"log_download('gruninger-hull-mcilraith-ashortoverviewofflowsafirstorderlogicontologyofwebservices-2008', 'https://www.cs.toronto.edu/~sheila/publications/ieee08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Short Overview of FLOWS: A First-Order Logic Ontology of Web Services [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gruninger-hull-mcilraith-ashortoverviewofflowsafirstorderlogicontologyofwebservices-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gruninger-hull-mcilraith-ashortoverviewofflowsafirstorderlogicontologyofwebservices-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{ gru-hul-mci-ieee08,\n  author =       {Gruninger, M. and Hull, R. and McIlraith, S.},\n  title =        {A Short Overview of FLOWS:  A First-Order Logic Ontology\n          of Web Services},\n  journal =      {IEEE Data Engineering Bulletin.},\n  year =         {2008},\n  volume =       {31},\n  number =       {3},\n  pages =        {3-7},\n  url = {ieee08.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-fritz-bienvenu-mcilraith-beyondclassicalplanningproceduralcontrolknowledgeandpreferencesinstateoftheartplanners-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-fri-bie-mci-aaai08nectar.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-fritz-bienvenu-mcilraith-beyondclassicalplanningproceduralcontrolknowledgeandpreferencesinstateoftheartplanners-2008', 'https://www.cs.toronto.edu/~sheila/publications/bai-fri-bie-mci-aaai08nectar.pdf', event);\">\n    Beyond Classical Planning: Procedural Control Knowledge and Preferences in State-of-the-Art Planners.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J. A.</a>; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>; Bienvenu, M.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI), Nectar Track</i>, pages 1509-1512, Chicago, Illinois, USA, July 13-17 2008. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-fri-bie-mci-aaai08nectar.pdf\"\n     onclick=\"log_download('baier-fritz-bienvenu-mcilraith-beyondclassicalplanningproceduralcontrolknowledgeandpreferencesinstateoftheartplanners-2008', 'https://www.cs.toronto.edu/~sheila/publications/bai-fri-bie-mci-aaai08nectar.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Beyond Classical Planning: Procedural Control Knowledge and Preferences in State-of-the-Art Planners [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-fritz-bienvenu-mcilraith-beyondclassicalplanningproceduralcontrolknowledgeandpreferencesinstateoftheartplanners-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-fritz-bienvenu-mcilraith-beyondclassicalplanningproceduralcontrolknowledgeandpreferencesinstateoftheartplanners-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ bai-fri-bie-mci-aaai08nectar,\n  url = {bai-fri-bie-mci-aaai08nectar.pdf},\n  author = \t {Jorge A. Baier and Christian Fritz and Meghyn Bienvenu and Sheila McIlraith},\n  title = \t {Beyond Classical Planning: Procedural Control Knowledge and Preferences in State-of-the-Art Planners},\n  booktitle =\t {Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI), Nectar Track},\n  year =\t 2008,\n  address =\t {Chicago, Illinois, USA},\n  month =\t {July 13-17},\n  pages =\t {1509-1512},\n  keywords = {planning, LTL, preferences}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"binas-mcilraith-peertopeerqueryansweringwithinconsistentknowledge-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bin-mci-kr08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'binas-mcilraith-peertopeerqueryansweringwithinconsistentknowledge-2008', 'https://www.cs.toronto.edu/~sheila/publications/bin-mci-kr08.pdf', event);\">\n    Peer-to-peer Query Answering with Inconsistent Knowledge.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Binas, A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings on the 11th International Conference on Principles of Knowledge Representation and Reasoning</i>, pages 329-339, Sydney, Australia, September 16-19 2008. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bin-mci-kr08.pdf\"\n     onclick=\"log_download('binas-mcilraith-peertopeerqueryansweringwithinconsistentknowledge-2008', 'https://www.cs.toronto.edu/~sheila/publications/bin-mci-kr08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Peer-to-peer Query Answering with Inconsistent Knowledge [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/binas-mcilraith-peertopeerqueryansweringwithinconsistentknowledge-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('binas-mcilraith-peertopeerqueryansweringwithinconsistentknowledge-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ bin-mci-kr08,\n   author = {Arnold Binas and Sheila McIlraith},\n   title = {Peer-to-peer Query Answering with Inconsistent Knowledge},\n   url = {bin-mci-kr08.pdf},\n   booktitle = {Proceedings on the 11th International Conference on Principles of Knowledge Representation and Reasoning},\n    address = {Sydney, Australia},\n    month = {September 16-19},\n    pages = {329-339},\n    year = {2008}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fritz-baier-mcilraith-congologsintranscompilingcongologintobasicactiontheoriesforplanningandbeyond-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-bai-mci-kr08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'fritz-baier-mcilraith-congologsintranscompilingcongologintobasicactiontheoriesforplanningandbeyond-2008', 'https://www.cs.toronto.edu/~sheila/publications/fri-bai-mci-kr08.pdf', event);\">\n    ConGolog, Sin Trans: Compiling ConGolog into Basic Action Theories for Planning and Beyond.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>; <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J. A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings on the 11th International Conference on Principles of Knowledge Representation and Reasoning</i>, pages 600-610, Sydney, Australia, September 16-19 2008. \n  <span class=\"note\">Technical Report CSRG-576, containing the proofs of the theorems and a more detailed description of the compilation, can be found <a href=\"ftp://ftp.cs.toronto.edu/csrg-technical-reports/576/fri-bai-mci-kr08-techreport.pdf\">here</a>.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-bai-mci-kr08.pdf\"\n     onclick=\"log_download('fritz-baier-mcilraith-congologsintranscompilingcongologintobasicactiontheoriesforplanningandbeyond-2008', 'https://www.cs.toronto.edu/~sheila/publications/fri-bai-mci-kr08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"ConGolog, Sin Trans: Compiling ConGolog into Basic Action Theories for Planning and Beyond [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fritz-baier-mcilraith-congologsintranscompilingcongologintobasicactiontheoriesforplanningandbeyond-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fritz-baier-mcilraith-congologsintranscompilingcongologintobasicactiontheoriesforplanningandbeyond-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ fri-bai-mci-kr08,\n  author = {Christian Fritz and Jorge A. Baier and Sheila A. McIlraith},\n  title = {ConGolog, Sin Trans: Compiling ConGolog into Basic Action Theories for Planning and Beyond},\n  url = {fri-bai-mci-kr08.pdf},\n  booktitle = {Proceedings on the 11th International Conference on Principles of Knowledge Representation and Reasoning},\n address = {Sydney, Australia},\n month = {September 16-19},\n note = {Technical Report CSRG-576, containing the proofs of the theorems and a more detailed description of the compilation, can be found &lt;a href=&quot;ftp://ftp.cs.toronto.edu/csrg-technical-reports/576/fri-bai-mci-kr08-techreport.pdf&quot;&gt;here&lt;/a&gt;.},\n  year = {2008},\n pages = {600-610}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fritz-mcilraith-planninginthefaceoffrequentexogenousevents-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'fritz-mcilraith-planninginthefaceoffrequentexogenousevents-2008', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps08.pdf', event);\">\n    Planning in the Face of Frequent Exogenous Events.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Online Poster Proceedings of the 18th International Conference on Automated Planning and Scheduling (ICAPS)</i>, Sydney, Australia, September 14-18 2008. \n  <span class=\"note\">Also appeared in <i>Proceedings of The 1st International Symposium on Search Techniques in Artificial Intelligence and Robotics (at AAAI08)</i>, July 13-14, Chicago, IL, USA.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps08.pdf\"\n     onclick=\"log_download('fritz-mcilraith-planninginthefaceoffrequentexogenousevents-2008', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning in the Face of Frequent Exogenous Events [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fritz-mcilraith-planninginthefaceoffrequentexogenousevents-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fritz-mcilraith-planninginthefaceoffrequentexogenousevents-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ fri-mci-icaps08,\n  author = {Christian Fritz and Sheila A. McIlraith},\n  title = {Planning in the Face of Frequent Exogenous Events},\n  url = {fri-mci-icaps08.pdf},\n  booktitle = {Online Poster Proceedings of the 18th International Conference on Automated Planning and Scheduling (ICAPS)},\n address = {Sydney, Australia},\n  month = {September 14-18},\n  note = {Also appeared in &lt;i&gt;Proceedings of The 1st International Symposium on Search Techniques in Artificial Intelligence and Robotics (at AAAI08)&lt;/i&gt;, July 13-14, Chicago, IL, USA.},\n  year = {2008}\n}\n\n%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n%\n% Above citation subsumes this one\n%\n% Sheila: This is ChristianF writing. I had to modify this by removing the &quot;@&quot;. As BibBase v3 had problems with it. I hope you don&#x27;t mind. Technically speaking &quot;%&quot; doesn&#x27;t work like a comment in bibtex. (cf 2013-07-14)\n%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n%  InProceedings{ fri-mci-aaai08ws,\n%  url = {fri-mci-aaai08ws.pdf},\n%  author = \t {Christian Fritz and Sheila A. McIlraith},\n%  title = \t {Planning in the Face of Frequent Exogenous Events},\n%  booktitle = {Proceedings of the 1st International Symposium on Search Techniques in Artificial Intelligence and Robotics (at AAAI08)},\n%  year =\t 2008,\n%  month = {July 13--14},\n%  address = {Chicago, IL, USA}\n%}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hsu-muise-beck-mcilraith-applyingprobabilisticinferencetoheuristicsearchbyestimatingvariablebias-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-mui-bec-mci-aaai08ws.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hsu-muise-beck-mcilraith-applyingprobabilisticinferencetoheuristicsearchbyestimatingvariablebias-2008', 'https://www.cs.toronto.edu/~sheila/publications/hsu-mui-bec-mci-aaai08ws.pdf', event);\">\n    Applying Probabilistic Inference to Heuristic Search by Estimating Variable Bias.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Hsu, E. I.; Muise, C. J.; Beck, J. C.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 1st International Symposium on Search Techniques in Artificial Intelligence and Robotics (at AAAI08)</i>, Chicago, IL, USA, July 13–14 2008. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-mui-bec-mci-aaai08ws.pdf\"\n     onclick=\"log_download('hsu-muise-beck-mcilraith-applyingprobabilisticinferencetoheuristicsearchbyestimatingvariablebias-2008', 'https://www.cs.toronto.edu/~sheila/publications/hsu-mui-bec-mci-aaai08ws.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Applying Probabilistic Inference to Heuristic Search by Estimating Variable Bias [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hsu-muise-beck-mcilraith-applyingprobabilisticinferencetoheuristicsearchbyestimatingvariablebias-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hsu-muise-beck-mcilraith-applyingprobabilisticinferencetoheuristicsearchbyestimatingvariablebias-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{hsu-mui-bec-mci-aaai08ws,\n  url = {hsu-mui-bec-mci-aaai08ws.pdf},\n  author = \t {Eric I. Hsu and Christian J. Muise and J. Christopher Beck and Sheila A. McIlraith},\n  title = \t {Applying Probabilistic Inference to Heuristic Search by\n\t       Estimating Variable Bias},\n  booktitle = {Proceedings of the 1st International Symposium on Search Techniques in Artificial Intelligence and Robotics (at AAAI08)},\n  year =\t 2008,\n  month = {July 13--14},\n  address = {Chicago, IL, USA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hsu-muise-beck-mcilraith-probabilisticallyestimatingbackbonesandvariablebiasexperimentaloverview-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-mui-bec-mci-cp08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hsu-muise-beck-mcilraith-probabilisticallyestimatingbackbonesandvariablebiasexperimentaloverview-2008', 'https://www.cs.toronto.edu/~sheila/publications/hsu-mui-bec-mci-cp08.pdf', event);\">\n    Probabilistically Estimating Backbones and Variable Bias: Experimental Overview.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Hsu, E. I.; <a class=\"bibbase author link\" href=\"https://www.haz.ca/academic-publications.html\">Muise, C. J.</a>; Beck, J. C.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of The 14th International Conference on Principles and Practice of Constraint Programming</i>, pages 613–617, Sydney, Australia, September 14–18 2008. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-mui-bec-mci-cp08.pdf\"\n     onclick=\"log_download('hsu-muise-beck-mcilraith-probabilisticallyestimatingbackbonesandvariablebiasexperimentaloverview-2008', 'https://www.cs.toronto.edu/~sheila/publications/hsu-mui-bec-mci-cp08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Probabilistically Estimating Backbones and Variable Bias: Experimental Overview [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hsu-muise-beck-mcilraith-probabilisticallyestimatingbackbonesandvariablebiasexperimentaloverview-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hsu-muise-beck-mcilraith-probabilisticallyestimatingbackbonesandvariablebiasexperimentaloverview-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{hsu-mui-bec-mci-cp08,\n  url = {hsu-mui-bec-mci-cp08.pdf},\n  author = \t {Eric I. Hsu and Christian J. Muise and J. Christopher Beck and Sheila A. McIlraith},\n  title = \t {Probabilistically Estimating Backbones and Variable Bias: Experimental Overview},\n  booktitle =\t {Proceedings of The 14th International Conference on Principles and Practice of Constraint Programming},\n  year =\t 2008,\n  address =\t {Sydney, Australia},\n  month =\t {September 14--18},\n  pages =        {613--617}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sohrabi-baier-mcilraith-htnplanningwithquantitativepreferencesviaheuristicsearch-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-icaps08ws.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sohrabi-baier-mcilraith-htnplanningwithquantitativepreferencesviaheuristicsearch-2008', 'https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-icaps08ws.pdf', event);\">\n    HTN Planning with Quantitative Preferences via Heuristic Search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>; <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Oversubscribed Planning and Scheduling Workshop (at ICAPS)</i>, Sydney, Australia, September 2008. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-icaps08ws.pdf\"\n     onclick=\"log_download('sohrabi-baier-mcilraith-htnplanningwithquantitativepreferencesviaheuristicsearch-2008', 'https://www.cs.toronto.edu/~sheila/publications/soh-bai-mci-icaps08ws.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"HTN Planning with Quantitative Preferences via Heuristic Search [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sohrabi-baier-mcilraith-htnplanningwithquantitativepreferencesviaheuristicsearch-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sohrabi-baier-mcilraith-htnplanningwithquantitativepreferencesviaheuristicsearch-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{soh-bai-mci-icaps08ws,\n  url = {soh-bai-mci-icaps08ws.pdf},\n  author = \t {Sohrabi, S. and Baier, J. and McIlraith, S.},\n  title = \t {HTN Planning with Quantitative Preferences via Heuristic Search},\n  booktitle =\t {Oversubscribed Planning and Scheduling Workshop (at ICAPS)},\n  year =\t 2008,\n  address =\t {Sydney, Australia},\n  month =\t {September}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-mci-aaai08ws.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008', 'https://www.cs.toronto.edu/~sheila/publications/soh-mci-aaai08ws.pdf', event);\">\n    On Planning with Preferences in HTN.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Fourth Multidisciplinary Workshop on Advances in Preference Handling (MPref08) (at AAAI-08)</i>, pages 103–109, Chicago, IL, USA, July 2008. \n  <span class=\"note\">A longer version of this paper appeared at NMR08.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-mci-aaai08ws.pdf\"\n     onclick=\"log_download('sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008', 'https://www.cs.toronto.edu/~sheila/publications/soh-mci-aaai08ws.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On Planning with Preferences in HTN [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ soh-mci-aaai08ws,\n  url = {soh-mci-aaai08ws.pdf},\n  author = \t {Shirin Sohrabi and Sheila McIlraith},\n  title = \t {On Planning with Preferences in HTN},\n  booktitle =\t {Fourth Multidisciplinary Workshop on Advances in Preference Handling (MPref08) (at AAAI-08)},\n  pages =\t {103--109},\n  year =\t 2008,\n  address =\t {Chicago, IL, USA},\n  month =\t {July},\n  note = {A longer version of this paper appeared at NMR08.}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-mci-nmr08.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008', 'https://www.cs.toronto.edu/~sheila/publications/soh-mci-nmr08.pdf', event);\">\n    On Planning with Preferences in HTN.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Twelfth International Workshop on Non-Monotonic Reasoning (NMR08)</i>, Sydney, Australia, September 2008. \n  <span class=\"note\">A short version of this paper appeared at MPref08 at AAAI-08.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-mci-nmr08.pdf\"\n     onclick=\"log_download('sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008', 'https://www.cs.toronto.edu/~sheila/publications/soh-mci-nmr08.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On Planning with Preferences in HTN [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sohrabi-mcilraith-onplanningwithpreferencesinhtn-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ soh-mci-aaai08nmr,\n  url = {soh-mci-nmr08.pdf},\n  author = \t {Shirin Sohrabi and Sheila McIlraith},\n  title = \t {On Planning with Preferences in HTN},\n  booktitle =\t {Twelfth International Workshop on Non-Monotonic Reasoning (NMR08)},\n  year =\t 2008,\n  address =\t {Sydney, Australia},\n  month =\t {September},\n  note = {A short version of this paper appeared at MPref08 at AAAI-08.}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2007\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2007')\"\n      onkeypress=\"toggleGroup('group_2007')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2007</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"fritz-mcilraith-monitoringplanoptimalityduringexecutiontheoryandimplementation-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/200705141423_fri-mci-dx07.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'fritz-mcilraith-monitoringplanoptimalityduringexecutiontheoryandimplementation-2007', 'https://www.cs.toronto.edu/~sheila/publications/200705141423_fri-mci-dx07.pdf', event);\">\n    Monitoring Plan Optimality during Execution: Theory and Implementation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 18th International Workshop on Principles of Diagnosis (DX-07)</i>, pages 298-305, Nashville, TN, USA, May 29-31 2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/200705141423_fri-mci-dx07.pdf\"\n     onclick=\"log_download('fritz-mcilraith-monitoringplanoptimalityduringexecutiontheoryandimplementation-2007', 'https://www.cs.toronto.edu/~sheila/publications/200705141423_fri-mci-dx07.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Monitoring Plan Optimality during Execution: Theory and Implementation [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fritz-mcilraith-monitoringplanoptimalityduringexecutiontheoryandimplementation-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fritz-mcilraith-monitoringplanoptimalityduringexecutiontheoryandimplementation-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ fri-mci-dx07.pdf_200705141423,\n  url = {200705141423_fri-mci-dx07.pdf.pdf},\n AUTHOR={Christian Fritz and Sheila McIlraith},\n TITLE={Monitoring Plan Optimality during Execution: Theory and Implementation},\n BOOKTITLE={Proceedings of the 18th International Workshop on Principles of Diagnosis (DX-07)},\t\t\t\t \n YEAR={2007},\n address={Nashville, TN, USA},\n month={May 29-31},\n pages={298-305},\n URL={200705141423_fri-mci-dx07.pdf}\n}\n \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-bacchus-mcilraith-aheuristicsearchapproachtoplanningwithtemporallyextendedpreferences-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-bac-mci-ijcai07.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-bacchus-mcilraith-aheuristicsearchapproachtoplanningwithtemporallyextendedpreferences-2007', 'https://www.cs.toronto.edu/~sheila/publications/bai-bac-mci-ijcai07.pdf', event);\">\n    A Heuristic Search Approach to Planning with Temporally Extended Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J.</a>; <a class=\"bibbase author link\" href=\"https://www.cs.utoronto.ca/~fbacchus/research.shtml\">Bacchus, F.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI)</i>, pages 1808-1815, Hyderabad, India, January 2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-bac-mci-ijcai07.pdf\"\n     onclick=\"log_download('baier-bacchus-mcilraith-aheuristicsearchapproachtoplanningwithtemporallyextendedpreferences-2007', 'https://www.cs.toronto.edu/~sheila/publications/bai-bac-mci-ijcai07.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Heuristic Search Approach to Planning with Temporally Extended Preferences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-bacchus-mcilraith-aheuristicsearchapproachtoplanningwithtemporallyextendedpreferences-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-bacchus-mcilraith-aheuristicsearchapproachtoplanningwithtemporallyextendedpreferences-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ bai-bac-mci-ijcai07,\n  url = {bai-bac-mci-ijcai07.pdf},\n  author = {Baier, J. and Bacchus, F. and McIlraith, S.},\n  title = {A Heuristic Search Approach to Planning with Temporally Extended Preferences},\n  booktitle = {Proceedings of the Twentieth International Joint \nConference on Artificial Intelligence (IJCAI)},\n  year = 2007,\n  pages = {1808-1815},\n  address = {Hyderabad, India},\n  month   = {January}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-fritz-mcilraith-exploitingproceduraldomaincontrolknowledgeinstateoftheartplanners-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-fri-mci-icaps07.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-fritz-mcilraith-exploitingproceduraldomaincontrolknowledgeinstateoftheartplanners-2007', 'https://www.cs.toronto.edu/~sheila/publications/bai-fri-mci-icaps07.pdf', event);\">\n    Exploiting Procedural Domain Control Knowledge in State-of-the-Art Planners.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J. A.</a>; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling (ICAPS-07)</i>, pages 144-151, Providence, Rhode Island, September 22 - 26 2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-fri-mci-icaps07.pdf\"\n     onclick=\"log_download('baier-fritz-mcilraith-exploitingproceduraldomaincontrolknowledgeinstateoftheartplanners-2007', 'https://www.cs.toronto.edu/~sheila/publications/bai-fri-mci-icaps07.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Exploiting Procedural Domain Control Knowledge in State-of-the-Art Planners [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-fritz-mcilraith-exploitingproceduraldomaincontrolknowledgeinstateoftheartplanners-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-fritz-mcilraith-exploitingproceduraldomaincontrolknowledgeinstateoftheartplanners-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ bai-fri-mci-icaps07,\n  url = {bai-fri-mci-icaps07.pdf},\n  author = \t {Jorge A. Baier and Christian Fritz and Sheila A. McIlraith},\n  title = \t {Exploiting Procedural Domain Control Knowledge in State-of-the-Art Planners},\n  booktitle = {Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling (ICAPS-07)},\n  year = \t 2007,\n  pages =       {144-151},\n  address = \t {Providence, Rhode Island},\n  month = \t {September 22 - 26},\n  keywords = {planning, automata}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-mcilraith-ondomainindependentheuristicsforplanningwithqualitativepreferences-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-nrac07.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-mcilraith-ondomainindependentheuristicsforplanningwithqualitativepreferences-2007', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-nrac07.pdf', event);\">\n    On Domain-Independent Heuristics for Planning with Qualitative Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J. A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 7th IJCAI International Workshop on Nonmonotonic Reasoning, Action and Change (NRAC-07)</i>, Hyderabad, India, January 2007. \n  <span class=\"note\">A summarized version of this paper appears at the <a href=\"http://www.ucl.ac.uk/commonsense07/\">8th International Symposium on Logical Formalizations of Commonsense Reasoning.</a>. These are the <a href=\"http://www.cs.toronto.edu/ jabaier/publications/papers/nrac07_talk.pdf\">NRAC-07 talk slides</a>.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-nrac07.pdf\"\n     onclick=\"log_download('baier-mcilraith-ondomainindependentheuristicsforplanningwithqualitativepreferences-2007', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-nrac07.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On Domain-Independent Heuristics for Planning with Qualitative Preferences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-mcilraith-ondomainindependentheuristicsforplanningwithqualitativepreferences-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-mcilraith-ondomainindependentheuristicsforplanningwithqualitativepreferences-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{bai-mci-nrac07,\n  url = {bai-mci-nrac07.pdf},\n  author = {Jorge A. Baier and Sheila McIlraith},\n  title = {On Domain-Independent Heuristics for Planning with Qualitative Preferences},\n  booktitle = {Proceedings of the 7th IJCAI International Workshop on\nNonmonotonic Reasoning, Action and Change (NRAC-07)},\n  month={January},\n  year = 2007,\n  address={Hyderabad, India},\n  note={A summarized version of this paper appears at the &lt;a href=&quot;http://www.ucl.ac.uk/commonsense07/&quot;&gt;8th International Symposium on Logical Formalizations of Commonsense Reasoning.&lt;/a&gt;. These are the &lt;a href=&quot;http://www.cs.toronto.edu/~jabaier/publications/papers/nrac07_talk.pdf&quot;&gt;NRAC-07 talk slides&lt;/a&gt;.}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"binas-mcilraith-exploitingpreferecesoverinformationsourcestoefficientlyresolveinconsistenciesinpeertopeerqueryanswering-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bin-mci-aipref07.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'binas-mcilraith-exploitingpreferecesoverinformationsourcestoefficientlyresolveinconsistenciesinpeertopeerqueryanswering-2007', 'https://www.cs.toronto.edu/~sheila/publications/bin-mci-aipref07.pdf', event);\">\n    Exploiting Prefereces over Information Sources to Efficiently Resolve Inconsistencies in Peer-to-peer Query Answering.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Binas, A.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2007 AAAI Workshop on Preference Handling for Artificial Intelligence</i>, pages 15-22, AAAI Technical Report WS-07-10,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bin-mci-aipref07.pdf\"\n     onclick=\"log_download('binas-mcilraith-exploitingpreferecesoverinformationsourcestoefficientlyresolveinconsistenciesinpeertopeerqueryanswering-2007', 'https://www.cs.toronto.edu/~sheila/publications/bin-mci-aipref07.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Exploiting Prefereces over Information Sources to Efficiently Resolve Inconsistencies in Peer-to-peer Query Answering [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/binas-mcilraith-exploitingpreferecesoverinformationsourcestoefficientlyresolveinconsistenciesinpeertopeerqueryanswering-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('binas-mcilraith-exploitingpreferecesoverinformationsourcestoefficientlyresolveinconsistenciesinpeertopeerqueryanswering-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{bin-mci-aipref07,\n  url = {bin-mci-aipref07.pdf},\n AUTHOR={Arnold Binas and Sheila A. McIlraith},\n TITLE={Exploiting Prefereces over Information Sources to Efficiently Resolve\nInconsistencies in Peer-to-peer Query Answering},\n BOOKTITLE={Proceedings of the 2007 AAAI Workshop on Preference Handling\nfor Artificial Intelligence},\n YEAR={2007},\n address={AAAI Technical Report WS-07-10},\n pages={15-22},\n URL={bin-mci-aipref07.pdf}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fritz-mcilraith-monitoringplanoptimalityduringexecution-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps07.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'fritz-mcilraith-monitoringplanoptimalityduringexecution-2007', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps07.pdf', event);\">\n    Monitoring Plan Optimality During Execution.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling (ICAPS)</i>, Providence, Rhode Island, USA, September 22 - 26 2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps07.pdf\"\n     onclick=\"log_download('fritz-mcilraith-monitoringplanoptimalityduringexecution-2007', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps07.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Monitoring Plan Optimality During Execution [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fritz-mcilraith-monitoringplanoptimalityduringexecution-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fritz-mcilraith-monitoringplanoptimalityduringexecution-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ fri-mci-icaps07,\n  url = {fri-mci-icaps07.pdf},\n  author = \t {Christian Fritz and Sheila A. McIlraith},\n  title = \t {Monitoring Plan Optimality During Execution},\n  booktitle = {Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling (ICAPS)},\n  year = \t 2007,\n  address = \t {Providence, Rhode Island, USA},\n  month = \t {September 22 - 26}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fritz-mcilraith-monitoringpolicyexecution-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps07ws.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'fritz-mcilraith-monitoringpolicyexecution-2007', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps07ws.pdf', event);\">\n    Monitoring Policy Execution.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 3rd Workshop on Planning and Plan Execution for Real-World Systems</i>, Providence, Rhode Island, USA, September 22 2007. \n  <span class=\"note\">(at ICAPS07)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps07ws.pdf\"\n     onclick=\"log_download('fritz-mcilraith-monitoringpolicyexecution-2007', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-icaps07ws.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Monitoring Policy Execution [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fritz-mcilraith-monitoringpolicyexecution-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fritz-mcilraith-monitoringpolicyexecution-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{fri-mci-icaps07ws,\n  url = {fri-mci-icaps07ws.pdf},\n  author = \t {Christian Fritz and Sheila A. McIlraith},\n  title = \t {Monitoring Policy Execution},\n  booktitle =\t {Proceedings of the 3rd Workshop on Planning and Plan Execution for Real-World Systems},\n  year =\t 2007,\n  address =\t {Providence, Rhode Island, USA},\n  month =\t {September 22},\n  note =\t {(at ICAPS07)}\n}\n\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hsu-kitching-bacchus-mcilraith-expectationmaximizationtofindlikelyassignmentsforsolvingcsps-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-et-al-aaai07.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hsu-kitching-bacchus-mcilraith-expectationmaximizationtofindlikelyassignmentsforsolvingcsps-2007', 'https://www.cs.toronto.edu/~sheila/publications/hsu-et-al-aaai07.pdf', event);\">\n    Expectation Maximization to Find Likely Assignments for Solving CSP's.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Hsu, E.; Kitching, M.; Bacchus, F.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 22nd Conference on Artificial Intelligence (AAAI07)</i>, pages 224–230, Vancouver, BC, July 2007. \n  <span class=\"note\">An earlier but longer version of this paper appeared at the <a href=\"http://www.isca-students.org/nescai07_the_second_north_east_student_colloquium_on_artificial_intelligence\"> NESCAI07: The 2nd North East Student Colloquium on Artificial Intelligence</a>.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-et-al-aaai07.pdf\"\n     onclick=\"log_download('hsu-kitching-bacchus-mcilraith-expectationmaximizationtofindlikelyassignmentsforsolvingcsps-2007', 'https://www.cs.toronto.edu/~sheila/publications/hsu-et-al-aaai07.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Expectation Maximization to Find Likely Assignments for Solving CSP&#x27;s [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hsu-kitching-bacchus-mcilraith-expectationmaximizationtofindlikelyassignmentsforsolvingcsps-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hsu-kitching-bacchus-mcilraith-expectationmaximizationtofindlikelyassignmentsforsolvingcsps-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{hsu-et-al-aaai07,\n  url = {hsu-et-al-aaai07.pdf},\n        author = {Hsu, E. and Kitching, M. and Bacchus, F. and McIlraith, S.},\n        title = {Expectation Maximization to Find Likely Assignments for Solving CSP&#x27;s},\n        booktitle = {Proceedings of the 22nd Conference on Artificial Intelligence (AAAI07)},\n        pages = {224--230},\n        address = {Vancouver, BC},\n        month   = {July},\n        year = {2007},\n        note={An earlier but longer version of this paper appeared at the &lt;a href=&quot;http://www.isca-students.org/nescai07_the_second_north_east_student_colloquium_on_artificial_intelligence&quot;&gt; NESCAI07:  The 2nd North East Student Colloquium on Artificial Intelligence&lt;/a&gt;.}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"martin-burstein-mcdermott-mcilraith-paolucci-sycara-mcguinness-sirin-etal-bringingsemanticstowebserviceswithowls-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mar-wwwj06.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'martin-burstein-mcdermott-mcilraith-paolucci-sycara-mcguinness-sirin-etal-bringingsemanticstowebserviceswithowls-2007', 'https://www.cs.toronto.edu/~sheila/publications/mar-wwwj06.pdf', event);\">\n    Bringing Semantics to Web Services with OWL-S.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Martin, D.; Burstein, M.; McDermott, D.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Paolucci, M.; Sycara, K.; McGuinness, D.; Sirin, E.;  and Srinivasan, N.\n</span>\n\n  \n\n</span>\n\n  <i>World Wide Web Journal</i>, 10(3): 243–277. September 2007.\n  <span class=\"note\">Special Issue: Recent Advances in Web Services</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mar-wwwj06.pdf\"\n     onclick=\"log_download('martin-burstein-mcdermott-mcilraith-paolucci-sycara-mcguinness-sirin-etal-bringingsemanticstowebserviceswithowls-2007', 'https://www.cs.toronto.edu/~sheila/publications/mar-wwwj06.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bringing Semantics to Web Services with OWL-S [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/martin-burstein-mcdermott-mcilraith-paolucci-sycara-mcguinness-sirin-etal-bringingsemanticstowebserviceswithowls-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('martin-burstein-mcdermott-mcilraith-paolucci-sycara-mcguinness-sirin-etal-bringingsemanticstowebserviceswithowls-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{mar+wwwj06,\n  url = {mar-wwwj06.pdf},\n  author = \t {Martin, D. and Burstein, M. and McDermott, D. and McIlraith, S. and\nPaolucci, M. and Sycara, K. and McGuinness, D. and Sirin, E. and Srinivasan, N.},\n  title = \t {Bringing Semantics to Web Services with OWL-S},\n  journal = \t {World Wide Web Journal},\n  volume = {10},\n  number = {3},\n  month = {September},\n  year = {2007},\n  publisher = {Springer},\n  pages = {243--277},\n  note =  {Special Issue:  Recent Advances in Web Services},\n  editors = {J.P. Martin-Flatin and W. Lowe}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-mcilraith-yu-mylopoulos-anautomatedapproachformonitoringanddiagnosingrequirements-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/wang-et-al-ase07.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-mcilraith-yu-mylopoulos-anautomatedapproachformonitoringanddiagnosingrequirements-2007', 'https://www.cs.toronto.edu/~sheila/publications/wang-et-al-ase07.pdf', event);\">\n    An Automated Approach for Monitoring and Diagnosing Requirements.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wang, Y.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Yu, Y.;  and Mylopoulos, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 22nd Conference on Automated Software Engineering (ASE'07)</i>, Atlanta, USA, November 2007. \n  <span class=\"note\">[Distinguished paper award]</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/wang-et-al-ase07.pdf\"\n     onclick=\"log_download('wang-mcilraith-yu-mylopoulos-anautomatedapproachformonitoringanddiagnosingrequirements-2007', 'https://www.cs.toronto.edu/~sheila/publications/wang-et-al-ase07.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"An Automated Approach for Monitoring and Diagnosing Requirements [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-mcilraith-yu-mylopoulos-anautomatedapproachformonitoringanddiagnosingrequirements-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-mcilraith-yu-mylopoulos-anautomatedapproachformonitoringanddiagnosingrequirements-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ wan-mci-yu-myl-ase07,\n  url = {wang-et-al-ase07.pdf},\n        author = {Wang, Y. and McIlraith, S. and Yu, Y. and Mylopoulos, J.},\n        title = {An Automated Approach for Monitoring and Diagnosing Requirements},\n        booktitle = {Proceedings of the 22nd Conference on Automated Software Engineering (ASE&#x27;07)},\n        address = {Atlanta, USA},\n        month   = {November},\n        year = {2007},\n\tnote = {[Distinguished paper award]}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2006\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2006')\"\n      onkeypress=\"toggleGroup('group_2006')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2006</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"bienvenu-fritz-mcilraith-planningwithqualitativetemporalpreferences-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/200603101347_KR06BienvenuM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bienvenu-fritz-mcilraith-planningwithqualitativetemporalpreferences-2006', 'https://www.cs.toronto.edu/~sheila/publications/200603101347_KR06BienvenuM.pdf', event);\">\n    Planning with Qualitative Temporal Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bienvenu, M.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)</i>, pages 134-144, Lake District, UK, June 2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/200603101347_KR06BienvenuM.pdf\"\n     onclick=\"log_download('bienvenu-fritz-mcilraith-planningwithqualitativetemporalpreferences-2006', 'https://www.cs.toronto.edu/~sheila/publications/200603101347_KR06BienvenuM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning with Qualitative Temporal Preferences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bienvenu-fritz-mcilraith-planningwithqualitativetemporalpreferences-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bienvenu-fritz-mcilraith-planningwithqualitativetemporalpreferences-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ KR06BienvenuM.pdf_200603101347,\n   AUTHOR={Bienvenu, M. and Fritz, C. and McIlraith, S.},\n   TITLE={Planning with Qualitative Temporal Preferences},\n   BOOKTITLE={Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)},\n   ADDRESS={Lake District, UK},\n   MONTH={June},\n   YEAR={2006},\n   URL={200603101347_KR06BienvenuM.pdf},\n   pages = {134-144},\n   keywords = {planning, preferences}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fritz-mcilraith-decisiontheoreticgologwithqualitativepreferences-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/200604231150_200603061828_KR0603FritzC.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'fritz-mcilraith-decisiontheoreticgologwithqualitativepreferences-2006', 'https://www.cs.toronto.edu/~sheila/publications/200604231150_200603061828_KR0603FritzC.pdf', event);\">\n    Decision-Theoretic GOLOG with Qualitative Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)</i>, pages 153-163, Lake District, UK, June 2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/200604231150_200603061828_KR0603FritzC.pdf\"\n     onclick=\"log_download('fritz-mcilraith-decisiontheoreticgologwithqualitativepreferences-2006', 'https://www.cs.toronto.edu/~sheila/publications/200604231150_200603061828_KR0603FritzC.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Decision-Theoretic GOLOG with Qualitative Preferences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fritz-mcilraith-decisiontheoreticgologwithqualitativepreferences-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fritz-mcilraith-decisiontheoreticgologwithqualitativepreferences-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ 200603061828_KR0603FritzC.pdf_200604231150,\n  url = {200604231150_200603061828_KR0603FritzC.pdf.pdf},\n  AUTHOR={Fritz, C. and McIlraith, S.},\n  TITLE={Decision-Theoretic GOLOG with Qualitative Preferences},\n  BOOKTITLE={Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)},\n  ADDRESS={Lake District, UK},\n  MONTH={June},\n  YEAR={2006},\n  pages     = {153-163},\n  URL={200604231150_200603061828_KR0603FritzC.pdf}\n}\n \n \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-hussell-bacchus-mcilraith-planningwithtemporallyextendedpreferencesbyheuristicsearch-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-etal-ipc5_wkshp.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-hussell-bacchus-mcilraith-planningwithtemporallyextendedpreferencesbyheuristicsearch-2006', 'https://www.cs.toronto.edu/~sheila/publications/bai-etal-ipc5_wkshp.pdf', event);\">\n    Planning with Temporally Extended Preferences by Heuristic Search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J.</a>; Hussell, J.; Bacchus, F.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ICAPS06 Workshop on Planning with Preferences</i>, pages 7-10, Lake District, UK, June 2006. \n  <span class=\"note\">A version of this paper also appeared in the Fifth International Planning Competition (IPC-5) Booklet.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-etal-ipc5_wkshp.pdf\"\n     onclick=\"log_download('baier-hussell-bacchus-mcilraith-planningwithtemporallyextendedpreferencesbyheuristicsearch-2006', 'https://www.cs.toronto.edu/~sheila/publications/bai-etal-ipc5_wkshp.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning with Temporally Extended Preferences by Heuristic Search [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-hussell-bacchus-mcilraith-planningwithtemporallyextendedpreferencesbyheuristicsearch-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-hussell-bacchus-mcilraith-planningwithtemporallyextendedpreferencesbyheuristicsearch-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ bai-etal-ipc5+wkshp,\n  url = {bai-etal-ipc5_wkshp.pdf},\n        author = {Baier, J. and Hussell, J. and Bacchus, F. and McIlraith, S.},\n        title = {Planning with Temporally Extended Preferences by Heuristic Search},\n        booktitle = {Proceedings of the ICAPS06 Workshop on Planning with Preferences},\n        year = 2006,\n        address = {Lake District, UK},\n        month   = {June},\n        pages = {7-10},\n        note    = {A version of this paper also appeared in the Fifth International Planning Competition (IPC-5) Booklet.}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-mcilraith-planningwithfirstordertemporallyextendedgoalsusingheuristicsearch-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-aaai06.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-mcilraith-planningwithfirstordertemporallyextendedgoalsusingheuristicsearch-2006', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-aaai06.pdf', event);\">\n    Planning with First-Order Temporally Extended Goals Using Heuristic Search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 21st National Conference on Artificial Intelligence (AAAI06)</i>, pages 788-795, Boston, MA, July 2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-aaai06.pdf\"\n     onclick=\"log_download('baier-mcilraith-planningwithfirstordertemporallyextendedgoalsusingheuristicsearch-2006', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-aaai06.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning with First-Order Temporally Extended Goals Using Heuristic Search [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-mcilraith-planningwithfirstordertemporallyextendedgoalsusingheuristicsearch-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>21 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-mcilraith-planningwithfirstordertemporallyextendedgoalsusingheuristicsearch-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{bai-mci-aaai06,\n  url = {bai-mci-aaai06.pdf},\n  author = {Baier, J. and McIlraith, S.},\n  title = {Planning with First-Order Temporally Extended Goals Using Heuristic Search},\n  booktitle = {Proceedings of the 21st National Conference on Artificial Intelligence (AAAI06)},\n  address = {Boston, MA},\n  month   = {July},\n  pages = {788-795},\n  year = 2006,\n  keywords = {LTL, planning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-mcilraith-planningwithtemporallyextendedgoalsusingheuristicsearch-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-icaps06.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-mcilraith-planningwithtemporallyextendedgoalsusingheuristicsearch-2006', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-icaps06.pdf', event);\">\n    Planning with Temporally Extended Goals Using Heuristic Search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 16th International Conference on Automated Planning and Scheduling (ICAPS06)</i>, pages 342-345, Lake District, UK, June 2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-icaps06.pdf\"\n     onclick=\"log_download('baier-mcilraith-planningwithtemporallyextendedgoalsusingheuristicsearch-2006', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-icaps06.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning with Temporally Extended Goals Using Heuristic Search [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-mcilraith-planningwithtemporallyextendedgoalsusingheuristicsearch-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>24 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-mcilraith-planningwithtemporallyextendedgoalsusingheuristicsearch-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ bai-mci-icaps06,\n  url = {bai-mci-icaps06.pdf},\n  author = {Baier, J. and McIlraith, S.},\n  title = {Planning with Temporally Extended Goals Using Heuristic Search},\n  booktitle = {Proceedings of the 16th International Conference on Automated Planning and Scheduling (ICAPS06)},\n  year = 2006,\n  address = {Lake District, UK},\n  pages = {342-345},\n  month   = {June},\n  keywords = {planning, LTL}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-mcilraith-onplanningwithprogramsthatsense-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-kr06.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-mcilraith-onplanningwithprogramsthatsense-2006', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-kr06.pdf', event);\">\n    On Planning with Programs that Sense.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)</i>, pages 492-502, Lake District, UK, June 2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-kr06.pdf\"\n     onclick=\"log_download('baier-mcilraith-onplanningwithprogramsthatsense-2006', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-kr06.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On Planning with Programs that Sense [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-mcilraith-onplanningwithprogramsthatsense-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-mcilraith-onplanningwithprogramsthatsense-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{bai-mci-kr06,\n  url = {bai-mci-kr06.pdf},\n  author = {Baier, J. and McIlraith, S.},\n  title = {On Planning with Programs that Sense},\n  booktitle = {Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)},\n  address = {Lake District, UK},\n  month = {June},\n  pages = {492-502},\n  year = 2006\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hsu-mcilraith-characterizingpropagationmethodsforbooleansatisfiability-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-mci-sat06.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hsu-mcilraith-characterizingpropagationmethodsforbooleansatisfiability-2006', 'https://www.cs.toronto.edu/~sheila/publications/hsu-mci-sat06.pdf', event);\">\n    Characterizing Propagation Methods for Boolean Satisfiability.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Hsu, E.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of The Ninth International Conference on Theory and Applications of Satisfiability Testing (SAT'06)</i>, pages 325-338,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-mci-sat06.pdf\"\n     onclick=\"log_download('hsu-mcilraith-characterizingpropagationmethodsforbooleansatisfiability-2006', 'https://www.cs.toronto.edu/~sheila/publications/hsu-mci-sat06.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Characterizing Propagation Methods for Boolean Satisfiability [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hsu-mcilraith-characterizingpropagationmethodsforbooleansatisfiability-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hsu-mcilraith-characterizingpropagationmethodsforbooleansatisfiability-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ hsu-mci-sat06,\n  url = {hsu-mci-sat06.pdf},\n  author = \t {Hsu, E. and McIlraith, S.},\n  title = \t {Characterizing Propagation Methods for Boolean Satisfiability},\n  booktitle =\t {Proceedings of The Ninth International Conference on Theory and Applications of Satisfiability Testing (SAT&#x27;06)},\n  year =\t {2006},\n  pages     = {325-338},\n  OPTaddress = \t {Seattle, Washington, USA},\n  OPTmonth = \t {August 12 - 15}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sanner-mcilraith-anorderedtheoryresolutioncalculusforhybridreasoninginfirstorderextensionsofdescriptionlogic-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/san-mci-kr06.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sanner-mcilraith-anorderedtheoryresolutioncalculusforhybridreasoninginfirstorderextensionsofdescriptionlogic-2006', 'https://www.cs.toronto.edu/~sheila/publications/san-mci-kr06.pdf', event);\">\n    An Ordered Theory Resolution Calculus for Hybrid Reasoning in First-Order Extensions of Description Logic.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://d3m.mie.utoronto.ca/publications/\">Sanner, S.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)</i>, pages 100-111, Lake District, UK, June 2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/san-mci-kr06.pdf\"\n     onclick=\"log_download('sanner-mcilraith-anorderedtheoryresolutioncalculusforhybridreasoninginfirstorderextensionsofdescriptionlogic-2006', 'https://www.cs.toronto.edu/~sheila/publications/san-mci-kr06.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"An Ordered Theory Resolution Calculus for Hybrid Reasoning in First-Order Extensions of Description Logic [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sanner-mcilraith-anorderedtheoryresolutioncalculusforhybridreasoninginfirstorderextensionsofdescriptionlogic-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>13 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sanner-mcilraith-anorderedtheoryresolutioncalculusforhybridreasoninginfirstorderextensionsofdescriptionlogic-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ san-mci-kr06,\n  url = {san-mci-kr06.pdf},\n  author = \t {Sanner, S. and McIlraith, S.},\n  title = \t {An Ordered Theory Resolution Calculus for Hybrid Reasoning in First-Order Extensions of Description Logic},\n        booktitle = {Proceedings of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR06)},\n        address = {Lake District, UK},\n        month = {June},\n  pages     = {100-111},\n        year = 2006\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sohrabi-prokoshyna-mcilraith-webservicecompositionviagenericproceduresandcustomizinguserpreferences-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-pro-mci-iswc06.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sohrabi-prokoshyna-mcilraith-webservicecompositionviagenericproceduresandcustomizinguserpreferences-2006', 'https://www.cs.toronto.edu/~sheila/publications/soh-pro-mci-iswc06.pdf', event);\">\n    Web Service Composition via Generic Procedures and Customizing User Preferences.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.utoronto.ca/~shirin/\">Sohrabi, S.</a>; Prokoshyna, N.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Fifth International Semantic Web Conference (ISWC2006)</i>, pages 597-611, November 2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/soh-pro-mci-iswc06.pdf\"\n     onclick=\"log_download('sohrabi-prokoshyna-mcilraith-webservicecompositionviagenericproceduresandcustomizinguserpreferences-2006', 'https://www.cs.toronto.edu/~sheila/publications/soh-pro-mci-iswc06.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Web Service Composition via Generic Procedures and Customizing User Preferences [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sohrabi-prokoshyna-mcilraith-webservicecompositionviagenericproceduresandcustomizinguserpreferences-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>12 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sohrabi-prokoshyna-mcilraith-webservicecompositionviagenericproceduresandcustomizinguserpreferences-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{soh-pro-mci-iswc06,\n  url = {soh-pro-mci-iswc06.pdf},\n  author = \t {Sohrabi, S. and Prokoshyna, N. and McIlraith, S.},\n  title =        {Web Service Composition via Generic Procedures and Customizing\n                  User Preferences},\n  booktitle = \t {Fifth International Semantic Web Conference (ISWC2006)},\n  year = \t {2006},\n  month = \t {November},\n  pages =        {597-611},\n  keywords = {preferences, web service composition}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zeng-mcilraith-experimentalresultsonthesatisfiablecoreinrandom3sat-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/zen-mci-aimath06.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'zeng-mcilraith-experimentalresultsonthesatisfiablecoreinrandom3sat-2006', 'https://www.cs.toronto.edu/~sheila/publications/zen-mci-aimath06.pdf', event);\">\n    Experimental Results on the Satisfiable Core in Random 3SAT.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Zeng, H.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Ninth International Symposium on Artificial Intelligence and Mathematics (AIMath06)</i>,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/zen-mci-aimath06.pdf\"\n     onclick=\"log_download('zeng-mcilraith-experimentalresultsonthesatisfiablecoreinrandom3sat-2006', 'https://www.cs.toronto.edu/~sheila/publications/zen-mci-aimath06.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Experimental Results on the Satisfiable Core in Random 3SAT [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zeng-mcilraith-experimentalresultsonthesatisfiablecoreinrandom3sat-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('zeng-mcilraith-experimentalresultsonthesatisfiablecoreinrandom3sat-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{zen-mci-aimath06,\n  url = {zen-mci-aimath06.pdf},\n        author = {Zeng, H. and McIlraith, S.},\n        title = {Experimental Results on the Satisfiable Core in Random 3SAT},\n        booktitle = {Proceedings of the Ninth International Symposium on \n\t\tArtificial Intelligence and Mathematics (AIMath06)},\n        year = 2006\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2005\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2005')\"\n      onkeypress=\"toggleGroup('group_2005')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2005</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"amir-mcilraith-partitionbasedlogicalreasoningforfirstorderandpropositionaltheories-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ami-mci-aij01.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'amir-mcilraith-partitionbasedlogicalreasoningforfirstorderandpropositionaltheories-2005', 'https://www.cs.toronto.edu/~sheila/publications/ami-mci-aij01.pdf', event);\">\n    Partition-Based Logical Reasoning for First-Order and Propositional Theories.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Amir, E.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence</i>, 162(1-2): 49-88.  2005.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ami-mci-aij01.pdf\"\n     onclick=\"log_download('amir-mcilraith-partitionbasedlogicalreasoningforfirstorderandpropositionaltheories-2005', 'https://www.cs.toronto.edu/~sheila/publications/ami-mci-aij01.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Partition-Based Logical Reasoning for First-Order and Propositional Theories [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/amir-mcilraith-partitionbasedlogicalreasoningforfirstorderandpropositionaltheories-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>9 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('amir-mcilraith-partitionbasedlogicalreasoningforfirstorderandpropositionaltheories-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{ami-mci-aij01,\n  url = {ami-mci-aij01.pdf},\n   author = \t {Amir, E. and McIlraith, S.},\n   title = \t {Partition-Based Logical Reasoning for First-Order and \n                   Propositional Theories},\n   journal = \t {Artificial Intelligence},\n   year = \t {2005},\n volume = {162},\n number = {1-2},\n year = {2005},\n issn = {0004-3702},\n pages = {49-88},\n publisher = {Elsevier Science Publishers Ltd.},\n address = {Essex, UK}\n }\n \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baier-mcilraith-planningwithprogramsthatsense-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-nrac05.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baier-mcilraith-planningwithprogramsthatsense-2005', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-nrac05.pdf', event);\">\n    Planning with Programs that Sense.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cs.toronto.edu/~bgmomb/research.html\">Baier, J.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 6th International Workshop on Nonmonotonic Reasoning, Action and Change (NRAC-05)</i>, pages 7-14,  2005. \n  <span class=\"note\">An expanded version of this work appeared in KR-06.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bai-mci-nrac05.pdf\"\n     onclick=\"log_download('baier-mcilraith-planningwithprogramsthatsense-2005', 'https://www.cs.toronto.edu/~sheila/publications/bai-mci-nrac05.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning with Programs that Sense [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baier-mcilraith-planningwithprogramsthatsense-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baier-mcilraith-planningwithprogramsthatsense-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{bai-mci-nrac05,\n  url = {bai-mci-nrac05.pdf},\n  author = {Baier, J. and McIlraith, S.},\n  title = {Planning with Programs that Sense},\n  booktitle = {Proceedings of the 6th International Workshop on\nNonmonotonic Reasoning, Action and Change (NRAC-05)},\n  year = 2005,\n  pages = {7-14},\n  note = {An expanded version of this work appeared in KR-06.}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bienvenu-mcilraith-specifyingandgeneratingpreferredplans-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bie-mci-cs05.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bienvenu-mcilraith-specifyingandgeneratingpreferredplans-2005', 'https://www.cs.toronto.edu/~sheila/publications/bie-mci-cs05.pdf', event);\">\n    Specifying and Generating Preferred Plans.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bienvenu, M.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Seventh International Symposium on Logical Formalizations of Commonsense Reasoning</i>, pages 25-31, Corfu, Greece, May 22-24 2005. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/bie-mci-cs05.pdf\"\n     onclick=\"log_download('bienvenu-mcilraith-specifyingandgeneratingpreferredplans-2005', 'https://www.cs.toronto.edu/~sheila/publications/bie-mci-cs05.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Specifying and Generating Preferred Plans [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bienvenu-mcilraith-specifyingandgeneratingpreferredplans-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bienvenu-mcilraith-specifyingandgeneratingpreferredplans-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{bie-mci-cs05,\n  url = {bie-mci-cs05.pdf},\n  author = \t {Bienvenu, M. and McIlraith, S.},\n  title = \t {Specifying and Generating Preferred Plans},\n  booktitle =   {Seventh International Symposium on Logical Formalizations \n                  of Commonsense Reasoning},\n  year = \t {2005},\n  month = \t {May 22-24},\n  pages = {25-31},\n  address = {Corfu, Greece}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"choueiry-iwasaki-mcilraith-towardsapracticaltheoryofreformulationforreasoningaboutphysicalsystems-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/cho-iwa-mci-aij05.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'choueiry-iwasaki-mcilraith-towardsapracticaltheoryofreformulationforreasoningaboutphysicalsystems-2005', 'https://www.cs.toronto.edu/~sheila/publications/cho-iwa-mci-aij05.pdf', event);\">\n    Towards a Practical Theory of Reformulation for Reasoning about Physical Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Choueiry, B.; Iwasaki, Y.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence</i>, 162(1-2): 145-204. February 2005.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/cho-iwa-mci-aij05.pdf\"\n     onclick=\"log_download('choueiry-iwasaki-mcilraith-towardsapracticaltheoryofreformulationforreasoningaboutphysicalsystems-2005', 'https://www.cs.toronto.edu/~sheila/publications/cho-iwa-mci-aij05.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards a Practical Theory of Reformulation for Reasoning about Physical Systems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/choueiry-iwasaki-mcilraith-towardsapracticaltheoryofreformulationforreasoningaboutphysicalsystems-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('choueiry-iwasaki-mcilraith-towardsapracticaltheoryofreformulationforreasoningaboutphysicalsystems-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{cho-iwa-mci-aij05,\n  url = {cho-iwa-mci-aij05.pdf},\n  author = \t {Choueiry, B. and Iwasaki, Y. and McIlraith, S.},\n  title = \t {Towards a Practical Theory of Reformulation for Reasoning\n                  about Physical Systems},\n  journal = \t {Artificial Intelligence},\n  year = \t {2005},\n  volume = \t {162},\n  number = \t {1-2},\n  pages = \t {145-204},\n  month = \t {February}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fritz-mcilraith-compilingqualitativepreferencesintodecisiontheoreticgolog-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-nrac05.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'fritz-mcilraith-compilingqualitativepreferencesintodecisiontheoreticgolog-2005', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-nrac05.pdf', event);\">\n    Compiling Qualitative Preferences into Decision-Theoretic GOLOG.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~fritz/\">Fritz, C.</a>;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 6th International Workshop on Nonmonotonic Reasoning, Action and Change (NRAC-05)</i>, pages 45-52,  2005. \n  <span class=\"note\">An expanded version of this work appeared at KR-06.</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/fri-mci-nrac05.pdf\"\n     onclick=\"log_download('fritz-mcilraith-compilingqualitativepreferencesintodecisiontheoreticgolog-2005', 'https://www.cs.toronto.edu/~sheila/publications/fri-mci-nrac05.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Compiling Qualitative Preferences into Decision-Theoretic GOLOG [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fritz-mcilraith-compilingqualitativepreferencesintodecisiontheoreticgolog-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fritz-mcilraith-compilingqualitativepreferencesintodecisiontheoreticgolog-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{fri-mci-nrac05,\n  url = {fri-mci-nrac05.pdf},\n  AUTHOR={Fritz, C. and McIlraith, S.},\n  TITLE={Compiling Qualitative Preferences into Decision-Theoretic GOLOG},\n  booktitle = {Proceedings of the 6th International Workshop on\n                Nonmonotonic Reasoning, Action and Change (NRAC-05)},\n  YEAR={2005},\n  pages = {45-52},\n  NOTE={An expanded version of this work appeared at KR-06.}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hsu-mcilraith-mechanismdesignforpreferenceaggregationovercoalitionsshortpaper-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-mci-cp05.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hsu-mcilraith-mechanismdesignforpreferenceaggregationovercoalitionsshortpaper-2005', 'https://www.cs.toronto.edu/~sheila/publications/hsu-mci-cp05.pdf', event);\">\n    Mechanism Design for Preference Aggregation over Coalitions (short paper).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Hsu, E. I.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 11th International Conference on Principles and Practice of Constraint Programming (CP05)</i>, pages 852,  2005. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hsu-mci-cp05.pdf\"\n     onclick=\"log_download('hsu-mcilraith-mechanismdesignforpreferenceaggregationovercoalitionsshortpaper-2005', 'https://www.cs.toronto.edu/~sheila/publications/hsu-mci-cp05.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Mechanism Design for Preference Aggregation over Coalitions (short paper) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hsu-mcilraith-mechanismdesignforpreferenceaggregationovercoalitionsshortpaper-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hsu-mcilraith-mechanismdesignforpreferenceaggregationovercoalitionsshortpaper-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{hsu-mci-cp05,\n  author    = {Eric I. Hsu and\n               Sheila A. McIlraith},\n  url       = {hsu-mci-cp05.pdf},\n  title     = {Mechanism Design for Preference Aggregation over Coalitions (short paper)},\n  booktitle = {Proceedings of the 11th International Conference on\n    Principles and Practice of Constraint Programming (CP05)},\n  year      = {2005},\n  pages     = {852}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2004\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2004')\"\n      onkeypress=\"toggleGroup('group_2004')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2004</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"martin-paolucci-mcilraith-burstein-mcdermott-mcguinness-parsia-payne-etal-bringingsemanticstowebservicestheowlsapproach-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/owls-swswpc04.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'martin-paolucci-mcilraith-burstein-mcdermott-mcguinness-parsia-payne-etal-bringingsemanticstowebservicestheowlsapproach-2004', 'https://www.cs.toronto.edu/~sheila/publications/owls-swswpc04.pdf', event);\">\n    Bringing Semantics to Web Services: The OWL-S Approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Martin, D.; Paolucci, M.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Burstein, M.; McDermott, D.; McGuinness, D.; Parsia, B.; Payne, T.; Sabou, M.; Solanki, M.; Srinivasan, N.;  and Sycara, K.\n</span>\n\n  \n\n</span>\n\n  In <i>First International Workshop on Semantic Web Services and Web Process Composition (SWSWPC 2004)</i>, pages 26-42, San Diego, CA, USA, July 6-9 2004. \n  <span class=\"note\">Revised Selected Papers</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/owls-swswpc04.pdf\"\n     onclick=\"log_download('martin-paolucci-mcilraith-burstein-mcdermott-mcguinness-parsia-payne-etal-bringingsemanticstowebservicestheowlsapproach-2004', 'https://www.cs.toronto.edu/~sheila/publications/owls-swswpc04.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bringing Semantics to Web Services: The OWL-S Approach [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/martin-paolucci-mcilraith-burstein-mcdermott-mcguinness-parsia-payne-etal-bringingsemanticstowebservicestheowlsapproach-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('martin-paolucci-mcilraith-burstein-mcdermott-mcguinness-parsia-payne-etal-bringingsemanticstowebservicestheowlsapproach-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{owls-swswpc04,\n  url = {owls-swswpc04.pdf},\n  author = \t {Martin, D. and Paolucci, M. and McIlraith, S. and Burstein, M. and \n                  McDermott, D. and McGuinness, D. and Parsia, B. and Payne, T. and Sabou, \n                  M. and Solanki, M. and Srinivasan, N. and Sycara, K.},\n  title = \t {Bringing Semantics to Web Services: The OWL-S Approach},\n  booktitle =   {First International Workshop on Semantic Web Services and \n                  Web Process Composition (SWSWPC 2004)},\n  address = {San Diego, CA, USA},\n  note = {Revised Selected Papers},\n  year = \t {2004},\n  pages     = {26-42},\n  month = \t {July 6-9}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2003\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2003')\"\n      onkeypress=\"toggleGroup('group_2003')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2003</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mcilraith-martin-bringingsemanticstowebservices-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ieee03.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-martin-bringingsemanticstowebservices-2003', 'https://www.cs.toronto.edu/~sheila/publications/ieee03.pdf', event);\">\n    Bringing Semantics to Web Services.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Martin, D.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Intelligent Systems</i>, 18(1): 90-93. January/February 2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ieee03.pdf\"\n     onclick=\"log_download('mcilraith-martin-bringingsemanticstowebservices-2003', 'https://www.cs.toronto.edu/~sheila/publications/ieee03.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bringing Semantics to Web Services [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-martin-bringingsemanticstowebservices-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-martin-bringingsemanticstowebservices-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{semantics-ieeeis03,\n  url = {ieee03.pdf},\n  author = \t {McIlraith, S. and Martin, D.},\n  title = \t {Bringing Semantics to Web Services},\n  journal = \t {IEEE Intelligent Systems},\n  year = \t {2003},\n  volume = \t {18},\n  number = \t {1},\n  pages = \t {90-93},\n  month = \t {January/February}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mandell-mcilraith-adaptingbpel4wsforthesemanticwebthebottomupapproachtowebserviceinteroperation-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/iswc2003sam-djm-FINAL.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mandell-mcilraith-adaptingbpel4wsforthesemanticwebthebottomupapproachtowebserviceinteroperation-2003', 'https://www.cs.toronto.edu/~sheila/publications/iswc2003sam-djm-FINAL.pdf', event);\">\n    Adapting BPEL4WS for the Semantic Web: The Bottom-Up Approach to Web Service Interoperation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mandell, D.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Second International Semantic Web Conference (ISWC2003)</i>, pages 227-241, Sanibel Island, FL, USA, October 20-23 2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/iswc2003sam-djm-FINAL.pdf\"\n     onclick=\"log_download('mandell-mcilraith-adaptingbpel4wsforthesemanticwebthebottomupapproachtowebserviceinteroperation-2003', 'https://www.cs.toronto.edu/~sheila/publications/iswc2003sam-djm-FINAL.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Adapting BPEL4WS for the Semantic Web: The Bottom-Up Approach to Web Service Interoperation [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mandell-mcilraith-adaptingbpel4wsforthesemanticwebthebottomupapproachtowebserviceinteroperation-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mandell-mcilraith-adaptingbpel4wsforthesemanticwebthebottomupapproachtowebserviceinteroperation-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{iswc2003sam-djm-FINAL,\n  url = {iswc2003sam-djm-FINAL.pdf},\n  author = \t {Mandell, D.J. and McIlraith, S.},\n  title =        {Adapting BPEL4WS for the Semantic Web: The Bottom-Up \n                  Approach to Web Service Interoperation},\n  booktitle = \t {Second International Semantic Web Conference (ISWC2003)},\n  year = \t {2003},\n  address = {Sanibel Island, FL, USA},\n  pages     = {227-241},\n  month = \t {October 20-23}\n}\n\n \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"maccartney-mcilraith-amir-uribe-practicalpartitionbasedtheoremprovingforlargeknowledgebases-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mp-ijcai03.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'maccartney-mcilraith-amir-uribe-practicalpartitionbasedtheoremprovingforlargeknowledgebases-2003', 'https://www.cs.toronto.edu/~sheila/publications/mp-ijcai03.pdf', event);\">\n    Practical Partition-Based Theorem Proving for Large Knowledge Bases.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  MacCartney, B.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Amir, E.;  and Uribe, T.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Nineteenth International Conference on Artificial Intelligence (IJCAI)</i>, pages 89-98, Acapulco, Mexico, August 9-15 2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mp-ijcai03.pdf\"\n     onclick=\"log_download('maccartney-mcilraith-amir-uribe-practicalpartitionbasedtheoremprovingforlargeknowledgebases-2003', 'https://www.cs.toronto.edu/~sheila/publications/mp-ijcai03.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Practical Partition-Based Theorem Proving for Large Knowledge Bases [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/maccartney-mcilraith-amir-uribe-practicalpartitionbasedtheoremprovingforlargeknowledgebases-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('maccartney-mcilraith-amir-uribe-practicalpartitionbasedtheoremprovingforlargeknowledgebases-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{mp-ijcai03,\n  url = {mp-ijcai03.pdf},\n  author = \t {MacCartney, B. and McIlraith, S. and Amir, E. and Uribe, T.},\n  title = \t {Practical Partition-Based Theorem Proving for Large Knowledge Bases},\n  booktitle =   {Proceedings of the Nineteenth International Conference on Artificial Intelligence (IJCAI)},\n  year = \t {2003},\n  month = \t {August 9-15},\n  address = {Acapulco, Mexico},\n  pages     = {89-98}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"narayanan-mcilraith-analysisandsimulationofwebservices-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/nar-mci-cn03.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'narayanan-mcilraith-analysisandsimulationofwebservices-2003', 'https://www.cs.toronto.edu/~sheila/publications/nar-mci-cn03.pdf', event);\">\n    Analysis and Simulation of Web Services.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Narayanan, S.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Computer Networks</i>, 42(5): 675-693.  2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/nar-mci-cn03.pdf\"\n     onclick=\"log_download('narayanan-mcilraith-analysisandsimulationofwebservices-2003', 'https://www.cs.toronto.edu/~sheila/publications/nar-mci-cn03.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Analysis and Simulation of Web Services [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/narayanan-mcilraith-analysisandsimulationofwebservices-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('narayanan-mcilraith-analysisandsimulationofwebservices-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{nar-mci-cn03,\n  url = {nar-mci-cn03.pdf},\n  author = \t {Narayanan, S. and McIlraith, S.},\n  title = \t {Analysis and Simulation of Web Services},\n  journal = \t {Computer Networks},\n  year = \t {2003},\n  volume = \t {42},\n  number    = {5},\n  pages     = {675-693}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mandell-mcilraith-abottomupapproachtoautomatingwebservicediscoverycustomizationandsemantictranslation-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/www-ESSW03-workshop.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mandell-mcilraith-abottomupapproachtoautomatingwebservicediscoverycustomizationandsemantictranslation-2003', 'https://www.cs.toronto.edu/~sheila/publications/www-ESSW03-workshop.pdf', event);\">\n    A Bottom-Up Approach to Automating Web Service Discovery, Customization, and Semantic Translation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mandell, D.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twelfth International World Wide Web Conference, Workshop on E-Services and the Semantic Web (ESSW'03)</i>, Budapest,  2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/www-ESSW03-workshop.pdf\"\n     onclick=\"log_download('mandell-mcilraith-abottomupapproachtoautomatingwebservicediscoverycustomizationandsemantictranslation-2003', 'https://www.cs.toronto.edu/~sheila/publications/www-ESSW03-workshop.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Bottom-Up Approach to Automating Web Service Discovery, Customization, and Semantic Translation [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mandell-mcilraith-abottomupapproachtoautomatingwebservicediscoverycustomizationandsemantictranslation-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mandell-mcilraith-abottomupapproachtoautomatingwebservicediscoverycustomizationandsemantictranslation-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{www-ESSW03-workshop,\n  url = {www-ESSW03-workshop.pdf},\n  author = \t {Mandell, D. and McIlraith, S.},\n  title = \t {A Bottom-Up Approach to Automating Web Service Discovery, Customization, and Semantic Translation},\n  booktitle = \t {Proceedings of the Twelfth International World Wide Web Conference, Workshop on E-Services and the Semantic Web (ESSW&#x27;03)},\n  year =\t {2003},\n  address = {Budapest}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2002\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2002')\"\n      onkeypress=\"toggleGroup('group_2002')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2002</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"damlservicescoalitionalphabeticallyaankolekar-jhobbs-dmartin-smcilraith-mpaolucci-damlswebservicedescriptionforthesemanticweb-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/damls-iswc02.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'damlservicescoalitionalphabeticallyaankolekar-jhobbs-dmartin-smcilraith-mpaolucci-damlswebservicedescriptionforthesemanticweb-2002', 'https://www.cs.toronto.edu/~sheila/publications/damls-iswc02.pdf', event);\">\n    DAML-S: Web Service Description for the Semantic Web.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  DAML Services Coalition (alphabetically A. Ankolekar, M. B.; J. Hobbs, O. L.; D. Martin, D. M.; S. McIlraith, S. N.;  and M. Paolucci, T. P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Semantic Web Conference (ISWC)</i>, pages 348-363, Sardinia, Italy, July 9-12 2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/damls-iswc02.pdf\"\n     onclick=\"log_download('damlservicescoalitionalphabeticallyaankolekar-jhobbs-dmartin-smcilraith-mpaolucci-damlswebservicedescriptionforthesemanticweb-2002', 'https://www.cs.toronto.edu/~sheila/publications/damls-iswc02.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"DAML-S: Web Service Description for the Semantic Web [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/damlservicescoalitionalphabeticallyaankolekar-jhobbs-dmartin-smcilraith-mpaolucci-damlswebservicedescriptionforthesemanticweb-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('damlservicescoalitionalphabeticallyaankolekar-jhobbs-dmartin-smcilraith-mpaolucci-damlswebservicedescriptionforthesemanticweb-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{damls-iswc02,\n  url = {damls-iswc02.pdf},\n  author = \t {DAML Services Coalition (alphabetically A. Ankolekar, M. Burstein, J. Hobbs, O. Lassila, D. Martin, \n                  D. McDermott, S. McIlraith, S. Narayanan, M. Paolucci, T. Payne, K. Sycara)},\n  title = \t {DAML-S: Web Service Description for the Semantic Web},\n  booktitle = \t {Proceedings of the International Semantic Web Conference (ISWC)},\n  year = \t {2002},\n  month = \t {July 9-12},\n  address = {Sardinia, Italy},\n  pages     = {348-363}\n\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-fadel-planningwithcomplexactions-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mci-fad-nmr02f.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-fadel-planningwithcomplexactions-2002', 'https://www.cs.toronto.edu/~sheila/publications/mci-fad-nmr02f.pdf', event);\">\n    Planning with Complex Actions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Fadel, R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Ninth International Workshop on Non-Monotonic Reasoning (NMR2002)</i>, pages 356-364, Toulouse, France, April 19-21 2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mci-fad-nmr02f.pdf\"\n     onclick=\"log_download('mcilraith-fadel-planningwithcomplexactions-2002', 'https://www.cs.toronto.edu/~sheila/publications/mci-fad-nmr02f.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning with Complex Actions [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-fadel-planningwithcomplexactions-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-fadel-planningwithcomplexactions-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{mci-fad-nmr02f,\n  url = {mci-fad-nmr02f.pdf},\n  author = \t {McIlraith, S. and Fadel, R.},\n  title = \t {Planning with Complex Actions},\n  booktitle = \t {Proceedings of the Ninth International Workshop on Non-Monotonic Reasoning (NMR2002)},\n  year = \t {2002},\n  month = \t {April 19-21},\n  pages     = {356-364},\n  address = {Toulouse, France}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-son-adaptinggologforcompositionofsemanticwebservices-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mci-son-kr02.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-son-adaptinggologforcompositionofsemanticwebservices-2002', 'https://www.cs.toronto.edu/~sheila/publications/mci-son-kr02.pdf', event);\">\n    Adapting Golog for Composition of Semantic Web Services.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Son, T.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Eighth International Conference on Knowledge Representation and Reasoning (KR2002)</i>, pages 482-493, Toulouse, France, April 22-25 2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/mci-son-kr02.pdf\"\n     onclick=\"log_download('mcilraith-son-adaptinggologforcompositionofsemanticwebservices-2002', 'https://www.cs.toronto.edu/~sheila/publications/mci-son-kr02.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Adapting Golog for Composition of Semantic Web Services [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-son-adaptinggologforcompositionofsemanticwebservices-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-son-adaptinggologforcompositionofsemanticwebservices-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{mci-son-kr02,\n  url = {mci-son-kr02.pdf},\n   author = \t {McIlraith, S. and Son, T.},\n   title = \t {Adapting Golog for Composition of Semantic Web Services},\n   booktitle = \t {Proceedings of the Eighth International Conference on Knowledge Representation and Reasoning (KR2002)},\n   year = \t {2002},\n  pages     = {482-493},\n   month = \t {April 22-25},\n   address = {Toulouse, France}\n }\n \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"narayanan-mcilraith-simulationverificationandautomatedcompositionofwebservices-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/nar-mci-www11.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'narayanan-mcilraith-simulationverificationandautomatedcompositionofwebservices-2002', 'https://www.cs.toronto.edu/~sheila/publications/nar-mci-www11.pdf', event);\">\n    Simulation, Verification and Automated Composition of Web Services.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Narayanan, S.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Eleventh International World Wide Web Conference (WWW-11)</i>, pages 77-88, Honolulu, Hawaii, USA, May 7-11 2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/nar-mci-www11.pdf\"\n     onclick=\"log_download('narayanan-mcilraith-simulationverificationandautomatedcompositionofwebservices-2002', 'https://www.cs.toronto.edu/~sheila/publications/nar-mci-www11.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Simulation, Verification and Automated Composition of Web Services [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/narayanan-mcilraith-simulationverificationandautomatedcompositionofwebservices-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('narayanan-mcilraith-simulationverificationandautomatedcompositionofwebservices-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{nar-mci-www11,\n  url = {nar-mci-www11.pdf},\n  author = \t {Narayanan, S. and McIlraith, S. },\n  title = \t {Simulation, Verification and Automated Composition of Web Services},\n  booktitle = \t {Proceedings of the Eleventh International World Wide Web Conference (WWW-11)},\n  year = \t {2002},\n  month = \t {May 7-11},\n  pages     = {77-88},\n  address = {Honolulu, Hawaii, USA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bryson-martin-mcilraith-stein-towardbehavioralintelligenceinthesemanticweb-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/semweb-ieeec-02.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bryson-martin-mcilraith-stein-towardbehavioralintelligenceinthesemanticweb-2002', 'https://www.cs.toronto.edu/~sheila/publications/semweb-ieeec-02.pdf', event);\">\n    Toward Behavioral Intelligence in the Semantic Web.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bryson, J.; Martin, D.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Stein, L.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Computer, Special Issue on Web Intelligence</i>, 35(11): 48-55. November 2002.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/semweb-ieeec-02.pdf\"\n     onclick=\"log_download('bryson-martin-mcilraith-stein-towardbehavioralintelligenceinthesemanticweb-2002', 'https://www.cs.toronto.edu/~sheila/publications/semweb-ieeec-02.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Toward Behavioral Intelligence in the Semantic Web [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bryson-martin-mcilraith-stein-towardbehavioralintelligenceinthesemanticweb-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bryson-martin-mcilraith-stein-towardbehavioralintelligenceinthesemanticweb-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{semweb-ieeec-02,\n  url = {semweb-ieeec-02.pdf},\n  author = \t {Bryson, J. and Martin, D. and McIlraith, S. and Stein, L.},\n  title = \t {Toward Behavioral Intelligence in the Semantic Web},\n  journal = \t {IEEE Computer, Special Issue on Web Intelligence},\n  year = \t {2002},\n  volume = \t {35},\n  number = \t {11},\n  pages = \t {48-55},\n  month = \t {November}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lerner-moses-scott-mcilraith-koller-monitoringacomplexphysicalsystemusingahybriddynamicbayesnet-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/uai02.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lerner-moses-scott-mcilraith-koller-monitoringacomplexphysicalsystemusingahybriddynamicbayesnet-2002', 'https://www.cs.toronto.edu/~sheila/publications/uai02.pdf', event);\">\n    Monitoring a Complex Physical System using a Hybrid Dynamic Bayes Net.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lerner, U.; Moses, B.; Scott, M.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Koller, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Eighteenth Annual Conference on Uncertainty in Artificial Intelligence (UAI-2002)</i>, pages 301-310, University of Alberta, Edmonton, August 1-4 2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/uai02.pdf\"\n     onclick=\"log_download('lerner-moses-scott-mcilraith-koller-monitoringacomplexphysicalsystemusingahybriddynamicbayesnet-2002', 'https://www.cs.toronto.edu/~sheila/publications/uai02.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Monitoring a Complex Physical System using a Hybrid Dynamic Bayes Net [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lerner-moses-scott-mcilraith-koller-monitoringacomplexphysicalsystemusingahybriddynamicbayesnet-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lerner-moses-scott-mcilraith-koller-monitoringacomplexphysicalsystemusingahybriddynamicbayesnet-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{uai02,\n  url = {uai02.pdf},\n  author = \t {Lerner, U. and Moses, B. and Scott, M. and McIlraith, S. and Koller, D.},\n  title = \t {Monitoring a Complex Physical System using a Hybrid Dynamic Bayes Net},\n  booktitle = \t {Proceedings of the Eighteenth Annual Conference \n                  on Uncertainty in Artificial Intelligence (UAI-2002)},\n  year = \t {2002},\n  month = \t {August 1-4},\n  pages     = {301-310},\n  address = {University of Alberta, Edmonton}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2001\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2001')\"\n      onkeypress=\"toggleGroup('group_2001')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2001</span>\n      <span class=\"bibbase_group_count\">\n        \n        (9)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"amir-mcilraith-theoremprovingwithstructuredtheoriespreliminaryreport-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ami-mci-sat01b.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'amir-mcilraith-theoremprovingwithstructuredtheoriespreliminaryreport-2001', 'https://www.cs.toronto.edu/~sheila/publications/ami-mci-sat01b.pdf', event);\">\n    Theorem Proving with Structured Theories (Preliminary Report).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Amir, E.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In Kautz, H.;  and Selman, B., editor(s), <i>Proceedings of LICS 2001 Workshop on Theory and Applications of Satisfiability Testing (SAT 2001)</i>, of <i>Electronics Notes in Discrete Mathematics</i>, Boston, Massachusetts, USA, June 14-15 2001. Elsevier Publishing\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ami-mci-sat01b.pdf\"\n     onclick=\"log_download('amir-mcilraith-theoremprovingwithstructuredtheoriespreliminaryreport-2001', 'https://www.cs.toronto.edu/~sheila/publications/ami-mci-sat01b.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Theorem Proving with Structured Theories (Preliminary Report) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/amir-mcilraith-theoremprovingwithstructuredtheoriespreliminaryreport-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('amir-mcilraith-theoremprovingwithstructuredtheoriespreliminaryreport-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{sat01,\n  url = {ami-mci-sat01b.pdf},\n  author = \t {Amir, E. and McIlraith, S.},\n  title = \t {Theorem Proving with Structured Theories (Preliminary Report)},\n  booktitle = \t {Proceedings of LICS 2001 Workshop on Theory and Applications of Satisfiability Testing (SAT 2001)},\n  year = \t {2001},\n  month = \t {June 14-15},\n  address = {Boston, Massachusetts, USA},\n  editor = {Henry Kautz and Bart Selman},\n  series = {Electronics Notes in Discrete Mathematics},\n  publisher = {Elsevier Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"son-baral-mcilraith-extendinganswersetplanningwithsequenceconditionalloopnondeterministicchoiceandprocedureconstructs-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/aps01.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'son-baral-mcilraith-extendinganswersetplanningwithsequenceconditionalloopnondeterministicchoiceandprocedureconstructs-2001', 'https://www.cs.toronto.edu/~sheila/publications/aps01.pdf', event);\">\n    Extending Answer Set Planning with Sequence, Conditional, Loop, Non-Deterministic Choice, and Procedure Constructs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Son, T.; Baral, C.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Spring Symposium on Answer Set Programming: Towards Efficient and Scalable Knowledge Representation and Reasoning</i>, pages 202-209, Stanford, ca, USA, March 26-28 2001. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/aps01.pdf\"\n     onclick=\"log_download('son-baral-mcilraith-extendinganswersetplanningwithsequenceconditionalloopnondeterministicchoiceandprocedureconstructs-2001', 'https://www.cs.toronto.edu/~sheila/publications/aps01.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Extending Answer Set Planning with Sequence, Conditional, Loop, Non-Deterministic Choice, and Procedure Constructs [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/son-baral-mcilraith-extendinganswersetplanningwithsequenceconditionalloopnondeterministicchoiceandprocedureconstructs-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('son-baral-mcilraith-extendinganswersetplanningwithsequenceconditionalloopnondeterministicchoiceandprocedureconstructs-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{aps01,\n  url = {aps01.pdf},\n  author = \t {Son, T. and Baral, C. and McIlraith, S.},\n  title = \t {Extending Answer Set Planning with Sequence, Conditional, Loop, Non-Deterministic Choice, and Procedure Constructs},\n  booktitle  = \t {Proceedings of the AAAI Spring Symposium on Answer Set Programming:  Towards Efficient and Scalable Knowledge\n                  Representation and Reasoning},\n  year = \t {2001},\n  month = \t {March 26-28},\n  pages = {202-209},\n  address = {Stanford, ca, USA} \n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-son-adaptinggologforprogrammingthesemanticweb-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/cs01.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-son-adaptinggologforprogrammingthesemanticweb-2001', 'https://www.cs.toronto.edu/~sheila/publications/cs01.pdf', event);\">\n    Adapting Golog for Programming the Semantic Web.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Son, T.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Fifth Symposium on Logical Formalizations of Commonsense Reasoning (Common Sense 2001)</i>, pages 195-202, New York, NY, USA, May 20-22 2001. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/cs01.pdf\"\n     onclick=\"log_download('mcilraith-son-adaptinggologforprogrammingthesemanticweb-2001', 'https://www.cs.toronto.edu/~sheila/publications/cs01.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Adapting Golog for Programming the Semantic Web [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-son-adaptinggologforprogrammingthesemanticweb-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-son-adaptinggologforprogrammingthesemanticweb-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{cs01,\n  url = {cs01.pdf},\n  author = \t {McIlraith, S. and Son, T.},\n  title = \t {Adapting Golog for Programming the Semantic Web},\n  booktitle = \t {Proceedings of the Fifth Symposium on Logical Formalizations of Commonsense Reasoning (Common Sense 2001)},\n  year = \t {2001},\n  month = \t {May 20-22},\n  pages = {195-202},\n  address =  {New York, NY, USA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ankolekar-burstein-hobbs-lassila-martin-mcilraith-narayanan-paolucci-etal-damlssemanticmarkupforwebservices-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/daml-s.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ankolekar-burstein-hobbs-lassila-martin-mcilraith-narayanan-paolucci-etal-damlssemanticmarkupforwebservices-2001', 'https://www.cs.toronto.edu/~sheila/publications/daml-s.pdf', event);\">\n    DAML-S: Semantic Markup for Web Services.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ankolekar, A.; Burstein, M. H.; Hobbs, J. R.; Lassila, O.; Martin, D. L.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; Narayanan, S.; Paolucci, M.; Payne, T. R.; Sycara, K. P.;  and Zeng, H.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of SWWS'01, The first Semantic Web Working Symposium, Stanford University, California, USA, July 30 - August 1, 2001</i>, pages 411-430,  2001. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/daml-s.pdf\"\n     onclick=\"log_download('ankolekar-burstein-hobbs-lassila-martin-mcilraith-narayanan-paolucci-etal-damlssemanticmarkupforwebservices-2001', 'https://www.cs.toronto.edu/~sheila/publications/daml-s.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"DAML-S: Semantic Markup for Web Services [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ankolekar-burstein-hobbs-lassila-martin-mcilraith-narayanan-paolucci-etal-damlssemanticmarkupforwebservices-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ankolekar-burstein-hobbs-lassila-martin-mcilraith-narayanan-paolucci-etal-damlssemanticmarkupforwebservices-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{damls,\n\turl = {daml-s.pdf},\n  author    = {Anupriya Ankolekar and\n               Mark H. Burstein and\n               Jerry R. Hobbs and\n               Ora Lassila and\n               David L. Martin and\n               Sheila A. McIlraith and\n               Srini Narayanan and\n               Massimo Paolucci and\n               Terry R. Payne and\n               Katia P. Sycara and\n               Honglei Zeng},\n  title     = {{DAML-S:} Semantic Markup for Web Services},\n  booktitle = {Proceedings of SWWS&#x27;01, The first Semantic Web Working Symposium,\n               Stanford University, California, USA, July 30 - August 1, 2001},\n  pages     = {411-430},\n  year      = {2001}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-son-zeng-semanticwebservices-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ieee01.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-son-zeng-semanticwebservices-2001', 'https://www.cs.toronto.edu/~sheila/publications/ieee01.pdf', event);\">\n    Semantic Web Services.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Son, T.;  and Zeng, H.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Intelligent Systems. Special Issue on the Semantic Web</i>, 16(2): 46-53. March/April 2001.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ieee01.pdf\"\n     onclick=\"log_download('mcilraith-son-zeng-semanticwebservices-2001', 'https://www.cs.toronto.edu/~sheila/publications/ieee01.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Semantic Web Services [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-son-zeng-semanticwebservices-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>10 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-son-zeng-semanticwebservices-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{webserv-ieeeis01,\n  url = {ieee01.pdf},\n  author = \t {McIlraith, S. and Son, T.C. and Zeng, H.},\n  title = \t {Semantic Web Services},\n  journal = \t {IEEE Intelligent Systems. Special Issue on the Semantic Web},\n  year = \t {2001},\n  volume = \t {16},\n  number = \t {2},\n  pages = \t {46-53},\n  month = \t {March/April}\n}\n\n \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-amir-theoremprovingwithstructuredtheories-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ijcai01-final.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-amir-theoremprovingwithstructuredtheories-2001', 'https://www.cs.toronto.edu/~sheila/publications/ijcai01-final.pdf', event);\">\n    Theorem Proving with Structured Theories.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Amir, E.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Seventeenth International Conference on Artificial Intelligence (IJCAI)</i>, pages 624-634, Seattle, Washington, USA, August 4-10 2001. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ijcai01-final.pdf\"\n     onclick=\"log_download('mcilraith-amir-theoremprovingwithstructuredtheories-2001', 'https://www.cs.toronto.edu/~sheila/publications/ijcai01-final.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Theorem Proving with Structured Theories [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-amir-theoremprovingwithstructuredtheories-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-amir-theoremprovingwithstructuredtheories-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ijcai01-final,\n  url = {ijcai01-final.pdf},\n  author = \t {McIlraith, S. and Amir, E.},\n  title = \t {Theorem Proving with Structured Theories},\n  booktitle = \t {Proceedings of the Seventeenth International Conference on Artificial Intelligence (IJCAI)},\n  year = \t {2001},\n  pages     = {624-634},\n  month = \t {August 4-10},\n  address = {Seattle, Washington, USA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"son-baral-mcilraith-planningwithdifferentformsofdomaindependentcontrolknowledgeananswersetprogrammingapproach-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/lpnmr01.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'son-baral-mcilraith-planningwithdifferentformsofdomaindependentcontrolknowledgeananswersetprogrammingapproach-2001', 'https://www.cs.toronto.edu/~sheila/publications/lpnmr01.pdf', event);\">\n    Planning with Different Forms of Domain-Dependent Control Knowledge - An Answer Set Programming Approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Son, T.; Baral, C.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 6th International Conference on Logic Programming and Nonmonotonic Reasoning (LPNMR 2001)</i>, pages 226-239, Vienna, Austria, September 17-19 2001. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/lpnmr01.pdf\"\n     onclick=\"log_download('son-baral-mcilraith-planningwithdifferentformsofdomaindependentcontrolknowledgeananswersetprogrammingapproach-2001', 'https://www.cs.toronto.edu/~sheila/publications/lpnmr01.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Planning with Different Forms of Domain-Dependent Control Knowledge - An Answer Set Programming Approach [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/son-baral-mcilraith-planningwithdifferentformsofdomaindependentcontrolknowledgeananswersetprogrammingapproach-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('son-baral-mcilraith-planningwithdifferentformsofdomaindependentcontrolknowledgeananswersetprogrammingapproach-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{lpnmr01,\n  url = {lpnmr01.pdf},\n  author = \t {Son, T.C. and Baral, C. and McIlraith, S.},\n  title = \t {Planning with Different Forms of Domain-Dependent Control Knowledge - An Answer Set Programming Approach},\n  booktitle = \t {Proceedings of the 6th International Conference on Logic Programming and Nonmonotonic Reasoning (LPNMR 2001)},\n  year = \t {2001},\n  month = \t {September 17-19},\n  pages     = {226-239},\n  address = {Vienna, Austria}\n}\n\n \n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"amir-mcilraith-solvingsatisfiabilityusingdecompositionandthemostconstrainedsubproblempreliminaryreport-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/sat01.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'amir-mcilraith-solvingsatisfiabilityusingdecompositionandthemostconstrainedsubproblempreliminaryreport-2001', 'https://www.cs.toronto.edu/~sheila/publications/sat01.pdf', event);\">\n    Solving Satisfiability using Decomposition and the Most Constrained Subproblem (Preliminary Report).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Amir, E.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In Kautz, H.;  and Selman, B., editor(s), <i>Proceedings of LICS 2001 Workshop on Theory and Applications of Satisfiability Testing (SAT 2001)</i>, of <i>Electronics Notes in Discrete Mathematics</i>, Boston, Massachusetts, USA, June 14-15 2001. Elsevier Publishing\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/sat01.pdf\"\n     onclick=\"log_download('amir-mcilraith-solvingsatisfiabilityusingdecompositionandthemostconstrainedsubproblempreliminaryreport-2001', 'https://www.cs.toronto.edu/~sheila/publications/sat01.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Solving Satisfiability using Decomposition and the Most Constrained Subproblem (Preliminary Report) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/amir-mcilraith-solvingsatisfiabilityusingdecompositionandthemostconstrainedsubproblempreliminaryreport-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('amir-mcilraith-solvingsatisfiabilityusingdecompositionandthemostconstrainedsubproblempreliminaryreport-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{sat01ws,\n  url = {sat01.pdf},\n  author = \t {Amir, E. and McIlraith, S.},\n  title = \t {Solving Satisfiability using Decomposition and the Most Constrained Subproblem (Preliminary Report)},\n  booktitle = \t {Proceedings of LICS 2001 Workshop on Theory and Applications of Satisfiability Testing (SAT 2001)},\n  year = \t {2001},\n  month = \t {June 14-15},\n  address = {Boston, Massachusetts, USA},\n  editor = {Henry Kautz and Bart Selman},\n  series = {Electronics Notes in Discrete Mathematics},\n  publisher = {Elsevier Publishing}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-son-zeng-mobilizingthewebwithdamlenabledwebservices-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/semweb01.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-son-zeng-mobilizingthewebwithdamlenabledwebservices-2001', 'https://www.cs.toronto.edu/~sheila/publications/semweb01.pdf', event);\">\n    Mobilizing the Web with DAML-Enabled Web Services.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Son, T.;  and Zeng, H.\n</span>\n\n  \n\n</span>\n\n  In <i>The Second International Workshop on the Semantic Web (SemWeb'2001) at WWW-10</i>, May 2001. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/semweb01.pdf\"\n     onclick=\"log_download('mcilraith-son-zeng-mobilizingthewebwithdamlenabledwebservices-2001', 'https://www.cs.toronto.edu/~sheila/publications/semweb01.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Mobilizing the Web with DAML-Enabled Web Services [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-son-zeng-mobilizingthewebwithdamlenabledwebservices-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-son-zeng-mobilizingthewebwithdamlenabledwebservices-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{semweb01,\n  url = {semweb01.pdf},\n  author = \t {McIlraith, S. and Son, T. and Zeng, H.},\n  title = \t {Mobilizing the Web with DAML-Enabled Web Services},\n  booktitle = \t {The Second International Workshop on the Semantic Web (SemWeb&#x27;2001) at WWW-10},\n  year = \t {2001},\n  month = \t {May},  \n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2000\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2000')\"\n      onkeypress=\"toggleGroup('group_2000')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2000</span>\n      <span class=\"bibbase_group_count\">\n        \n        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mcilraith-scherl-whatsensingtellsustowardsaformaltheoryoftestingfordynamicalsystems-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/aaai00.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-scherl-whatsensingtellsustowardsaformaltheoryoftestingfordynamicalsystems-2000', 'https://www.cs.toronto.edu/~sheila/publications/aaai00.pdf', event);\">\n    What Sensing Tells Us: Towards a Formal Theory of Testing for Dynamical Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Scherl, R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI'2000)</i>, pages 483-490, Austin, Texas, USA, July 30 - August 3 2000. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/aaai00.pdf\"\n     onclick=\"log_download('mcilraith-scherl-whatsensingtellsustowardsaformaltheoryoftestingfordynamicalsystems-2000', 'https://www.cs.toronto.edu/~sheila/publications/aaai00.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"What Sensing Tells Us: Towards a Formal Theory of Testing for Dynamical Systems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-scherl-whatsensingtellsustowardsaformaltheoryoftestingfordynamicalsystems-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-scherl-whatsensingtellsustowardsaformaltheoryoftestingfordynamicalsystems-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ aaai00,\n  url = {aaai00.pdf},\n  author = \t {McIlraith, S. and Scherl, R.},\n  title = \t {What Sensing Tells Us: Towards a Formal Theory of Testing for Dynamical Systems},\n  booktitle =\t {Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI&#x27;2000)},\n  pages =\t {483-490},\n  year =\t {2000},\n  month = \t {July 30 - August 3},\n  address = {Austin, Texas, USA}\n}\n \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-integratingactionsandstateconstraintsaclosedformsolutiontotheramificationproblemsometimes-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/aij2000.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-integratingactionsandstateconstraintsaclosedformsolutiontotheramificationproblemsometimes-2000', 'https://www.cs.toronto.edu/~sheila/publications/aij2000.pdf', event);\">\n    Integrating Actions and State Constraints: A Closed-Form Solution to the Ramification Problem (Sometimes).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Artificial Intelligence</i>, 116(1-2): 87-121. January 2000.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/aij2000.pdf\"\n     onclick=\"log_download('mcilraith-integratingactionsandstateconstraintsaclosedformsolutiontotheramificationproblemsometimes-2000', 'https://www.cs.toronto.edu/~sheila/publications/aij2000.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Integrating Actions and State Constraints: A Closed-Form Solution to the Ramification Problem (Sometimes) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-integratingactionsandstateconstraintsaclosedformsolutiontotheramificationproblemsometimes-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-integratingactionsandstateconstraintsaclosedformsolutiontotheramificationproblemsometimes-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{ramification,\n  url = {aij2000.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Integrating Actions and State Constraints: A Closed-Form \n                  Solution to the Ramification Problem (Sometimes)},\n  journal = \t {Artificial Intelligence},\n  year = \t {2000},\n  volume = \t {116},\n  number = \t {1-2},\n  pages = \t {87-121},\n  month = \t {January}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-diagnosinghybridsystemsabayesianmodelselectionapproach-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx00.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-diagnosinghybridsystemsabayesianmodelselectionapproach-2000', 'https://www.cs.toronto.edu/~sheila/publications/dx00.pdf', event);\">\n    Diagnosing Hybrid Systems: A Bayesian Model Selection Approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Eleventh International Workshop on Principles of Diagnosis (DX'00)</i>, pages 140-146, June 2000. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx00.pdf\"\n     onclick=\"log_download('mcilraith-diagnosinghybridsystemsabayesianmodelselectionapproach-2000', 'https://www.cs.toronto.edu/~sheila/publications/dx00.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Diagnosing Hybrid Systems: A Bayesian Model Selection Approach [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-diagnosinghybridsystemsabayesianmodelselectionapproach-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-diagnosinghybridsystemsabayesianmodelselectionapproach-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{dx00,\n  url = {dx00.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Diagnosing Hybrid Systems:  A Bayesian Model Selection Approach},\n  booktitle = \t {Proceedings of the Eleventh International Workshop on Principles of Diagnosis (DX&#x27;00)},\n  year = \t {2000},\n  pages = {140-146},\n  month = \t {June}\n\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-biswas-clancy-gupta-hybridsystemsdiagnosis-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hs00.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-biswas-clancy-gupta-hybridsystemsdiagnosis-2000', 'https://www.cs.toronto.edu/~sheila/publications/hs00.pdf', event);\">\n    Hybrid Systems Diagnosis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Biswas, G.; Clancy, D.;  and Gupta, V.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of The Third International Workshop on Hybrid Systems: Computation and Control (HSCC 2000)</i>, of <i>Lecture Notes in Computer Science</i>, pages 282-295, Pittsburgh, PA, USA, March 23-25 2000. Springer-Verlag\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hs00.pdf\"\n     onclick=\"log_download('mcilraith-biswas-clancy-gupta-hybridsystemsdiagnosis-2000', 'https://www.cs.toronto.edu/~sheila/publications/hs00.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Hybrid Systems Diagnosis [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-biswas-clancy-gupta-hybridsystemsdiagnosis-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-biswas-clancy-gupta-hybridsystemsdiagnosis-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{hs00,\n  url = {hs00.pdf},\n  author = \t {McIlraith, S. and Biswas, G. and Clancy, D. and Gupta, V.},\n  title = \t {Hybrid Systems Diagnosis},\n  booktitle = \t {Proceedings of The Third International Workshop on Hybrid Systems: Computation and Control (HSCC 2000)},\n  series = \t {Lecture Notes in Computer Science},\n  year = \t {2000},\n  publisher = \t {Springer-Verlag},\n  pages     = {282-295},\n  address = {Pittsburgh, PA, USA},\n  month = {March 23-25}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"baral-mcilraith-son-formulatingdiagnosticproblemsolvingusinganactionlanguagewithnarrativesandsensing-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/kr00dx.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'baral-mcilraith-son-formulatingdiagnosticproblemsolvingusinganactionlanguagewithnarrativesandsensing-2000', 'https://www.cs.toronto.edu/~sheila/publications/kr00dx.pdf', event);\">\n    Formulating Diagnostic Problem Solving Using an Action Language with Narratives and Sensing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Baral, C.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Son, T.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Seventh International Conference on Principles of Knowledge Representation and Reasoning (KR'2000)</i>, pages 311-322, Breckenridge, Colorado, USA, April 12-15 2000. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/kr00dx.pdf\"\n     onclick=\"log_download('baral-mcilraith-son-formulatingdiagnosticproblemsolvingusinganactionlanguagewithnarrativesandsensing-2000', 'https://www.cs.toronto.edu/~sheila/publications/kr00dx.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Formulating Diagnostic Problem Solving Using an Action Language with Narratives and Sensing [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/baral-mcilraith-son-formulatingdiagnosticproblemsolvingusinganactionlanguagewithnarrativesandsensing-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('baral-mcilraith-son-formulatingdiagnosticproblemsolvingusinganactionlanguagewithnarrativesandsensing-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{kr00dx,\n  url = {kr00dx.pdf},\n  author = \t {Baral, C. and McIlraith, S. and Son, T. },\n  title = \t {Formulating Diagnostic Problem Solving Using an Action Language with Narratives and Sensing},\n  booktitle = \t {Proceedings of the Seventh International Conference on Principles of Knowledge Representation and Reasoning (KR&#x27;2000)},\n  year = \t {2000},\n  pages     = {311-322},\n  address = {Breckenridge, Colorado, USA},\n  month = {April 12-15} \n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"amir-mcilraith-partitionbasedlogicalreasoning-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/kr00part.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'amir-mcilraith-partitionbasedlogicalreasoning-2000', 'https://www.cs.toronto.edu/~sheila/publications/kr00part.pdf', event);\">\n    Partition-Based Logical Reasoning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Amir, E.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Seventh International Conference on Principles of Knowledge Representation and Reasoning (KR'2000)</i>, pages 389-400, Breckenridge, Colorado, USA, April 12-15 2000. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/kr00part.pdf\"\n     onclick=\"log_download('amir-mcilraith-partitionbasedlogicalreasoning-2000', 'https://www.cs.toronto.edu/~sheila/publications/kr00part.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Partition-Based Logical Reasoning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/amir-mcilraith-partitionbasedlogicalreasoning-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('amir-mcilraith-partitionbasedlogicalreasoning-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{kr00part,\n  url = {kr00part.pdf},\n  author = \t {Amir, E. and McIlraith, S.},\n  title = \t {Partition-Based Logical Reasoning},\n  booktitle = \t { Proceedings of the Seventh International Conference on Principles of Knowledge Representation and Reasoning (KR&#x27;2000)},\n  year = \t {2000},\n  address = {Breckenridge, Colorado, USA},\n  pages     = {389-400},\n  month = {April 12-15}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-modelingandprogrammingdevicesandwebagents-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/nasa00.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-modelingandprogrammingdevicesandwebagents-2000', 'https://www.cs.toronto.edu/~sheila/publications/nasa00.pdf', event);\">\n    Modeling and Programming Devices and Web Agents.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the NASA Goddard Workshop on Formal Approaches to Agent-Based Systems (FAABS 2000)</i>, of <i>Lecture Notes in Computer Science</i>, pages 63-77, Greenbelt, MD, USA, April 5-7 2000. Springer-Verlag\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/nasa00.pdf\"\n     onclick=\"log_download('mcilraith-modelingandprogrammingdevicesandwebagents-2000', 'https://www.cs.toronto.edu/~sheila/publications/nasa00.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Modeling and Programming Devices and Web Agents [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-modelingandprogrammingdevicesandwebagents-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-modelingandprogrammingdevicesandwebagents-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{nasa00,\n  url = {nasa00.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Modeling and Programming Devices and Web Agents},\n  booktitle = \t {Proceedings of the NASA Goddard Workshop on Formal Approaches to Agent-Based Systems (FAABS 2000)},\n  series = \t {Lecture Notes in Computer Science},\n  publisher = \t {Springer-Verlag},\n  year = \t {2000},\n  pages     = {63-77},\n  address = {Greenbelt, MD, USA},\n  month = {April 5-7}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"amir-mcilraith-improvingtheefficiencyofreasoningthroughstructurebasedreformulation-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/sara00.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'amir-mcilraith-improvingtheefficiencyofreasoningthroughstructurebasedreformulation-2000', 'https://www.cs.toronto.edu/~sheila/publications/sara00.pdf', event);\">\n    Improving the Efficiency of Reasoning Through Structure-Based Reformulation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Amir, E.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Forth International Symposium on Abstraction, Reformulation and Approximation (SARA'2000)</i>, of <i>Lecture Notes in Artificial Intelligence</i>, pages 247-259, Horseshoe Bay, Texas, USA, July 26-29 2000. Springer-Verlag\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/sara00.pdf\"\n     onclick=\"log_download('amir-mcilraith-improvingtheefficiencyofreasoningthroughstructurebasedreformulation-2000', 'https://www.cs.toronto.edu/~sheila/publications/sara00.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Improving the Efficiency of Reasoning Through Structure-Based Reformulation [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/amir-mcilraith-improvingtheefficiencyofreasoningthroughstructurebasedreformulation-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('amir-mcilraith-improvingtheefficiencyofreasoningthroughstructurebasedreformulation-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{sara00,\n  url = {sara00.pdf},\n  author = \t {Amir, E. and McIlraith, S.},\n  title = \t {Improving the Efficiency of Reasoning Through Structure-Based Reformulation},\n  booktitle = \t {Proceedings of the Forth International Symposium on Abstraction, Reformulation and Approximation (SARA&#x27;2000)},\n  year = \t {2000},\n  month = \t {July 26-29},\n  series =\t {Lecture Notes in Artificial Intelligence},\n  publisher =\t {Springer-Verlag},\n  pages     = {247-259},\n  address = {Horseshoe Bay, Texas, USA},\n  \n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1999\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1999')\"\n      onkeypress=\"toggleGroup('group_1999')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1999</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"pitassi-mcilraith-brecht-computability-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/computability.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'pitassi-mcilraith-brecht-computability-1999', 'https://www.cs.toronto.edu/~sheila/publications/computability.pdf', event);\">\n    Computability.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Pitassi, T.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Brecht, T.\n</span>\n\n  \n\n</span>\n\n  In Webster, J. G., editor(s), <i>Wiley Encyclopedia of Electrical and Electronics Engineering</i>, volume 3, pages 612-618. Wiley Publishing,  1999.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/computability.pdf\"\n     onclick=\"log_download('pitassi-mcilraith-brecht-computability-1999', 'https://www.cs.toronto.edu/~sheila/publications/computability.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Computability [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/pitassi-mcilraith-brecht-computability-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('pitassi-mcilraith-brecht-computability-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Incollection{computability,\n  url = {computability.pdf},\n  author = \t {Pitassi, T. and McIlraith, S. and Brecht, T.},\n  booktitle = \t {Wiley Encyclopedia of Electrical and Electronics Engineering},\n  title = \t {Computability},\n  publisher = \t {Wiley Publishing},\n  year = \t {1999},\n  editor = {John G. Webster},\n  pages = {612-618},\n  volume = \t {3}\n}\n\n \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-biswas-clancy-gupta-towardsdiagnosinghybridsystems-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx99HS.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-biswas-clancy-gupta-towardsdiagnosinghybridsystems-1999', 'https://www.cs.toronto.edu/~sheila/publications/dx99HS.pdf', event);\">\n    Towards Diagnosing Hybrid Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Biswas, G.; Clancy, D.;  and Gupta, V.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Tenth International Workshop on Principles of Diagnosis (DX'99)</i>, pages 193-202, Loch Awe Hotel, Scotland, UK, June 8-11 1999. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx99HS.pdf\"\n     onclick=\"log_download('mcilraith-biswas-clancy-gupta-towardsdiagnosinghybridsystems-1999', 'https://www.cs.toronto.edu/~sheila/publications/dx99HS.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards Diagnosing Hybrid Systems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-biswas-clancy-gupta-towardsdiagnosinghybridsystems-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-biswas-clancy-gupta-towardsdiagnosinghybridsystems-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{hybrid-dx99,\n  url = {dx99HS.pdf},\n  author = \t {McIlraith, S. and Biswas, G. and Clancy, D. and Gupta, V.},\n  title = \t {Towards Diagnosing Hybrid Systems},\n  booktitle = \t {Proceedings of the Tenth International Workshop on Principles of Diagnosis (DX&#x27;99)},\n  year = \t {1999},\n  month = \t {June 8-11},\n  pages = {193-202},\n  address = {Loch Awe Hotel, Scotland, UK}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-modelbasedprogrammingusinggologandthesituationcalculus-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx99MBP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-modelbasedprogrammingusinggologandthesituationcalculus-1999', 'https://www.cs.toronto.edu/~sheila/publications/dx99MBP.pdf', event);\">\n    Model-Based Programming using Golog and the Situation Calculus.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Tenth International Workshop on Principles of Diagnosis (DX'99)</i>, pages 184-192, Loch Awe Hotel, Scotland, UK, June 8-11 1999. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx99MBP.pdf\"\n     onclick=\"log_download('mcilraith-modelbasedprogrammingusinggologandthesituationcalculus-1999', 'https://www.cs.toronto.edu/~sheila/publications/dx99MBP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Model-Based Programming using Golog and the Situation Calculus [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-modelbasedprogrammingusinggologandthesituationcalculus-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-modelbasedprogrammingusinggologandthesituationcalculus-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{golog-dx99,\n  url = {dx99MBP.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Model-Based Programming using Golog and the Situation Calculus},\n  booktitle = \t {Proceedings of the Tenth International Workshop on Principles of Diagnosis (DX&#x27;99)},\n  year = \t {1999},\n  month = \t {June 8-11},\n  pages = {184-192},\n  address = {Loch Awe Hotel, Scotland, UK}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-biswas-clancy-gupta-towardsdiagnosinghybridsystems-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hybrid-aaaiss99.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-biswas-clancy-gupta-towardsdiagnosinghybridsystems-1999', 'https://www.cs.toronto.edu/~sheila/publications/hybrid-aaaiss99.pdf', event);\">\n    Towards Diagnosing Hybrid Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Biswas, G.; Clancy, D.;  and Gupta, V.\n</span>\n\n  \n\n</span>\n\n  In <i>Hybrid Systems and AI: Modeling, Analysis and Control of Discrete + Continuous Systems, AAAI 1999 Spring Symposium on Hybrid Systems and AI, AAAI Technical Report SS-99-05</i>, pages 128–135. Stanford, CA, USA, March 1999.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/hybrid-aaaiss99.pdf\"\n     onclick=\"log_download('mcilraith-biswas-clancy-gupta-towardsdiagnosinghybridsystems-1999', 'https://www.cs.toronto.edu/~sheila/publications/hybrid-aaaiss99.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards Diagnosing Hybrid Systems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-biswas-clancy-gupta-towardsdiagnosinghybridsystems-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-biswas-clancy-gupta-towardsdiagnosinghybridsystems-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InCollection{hybrid-aaaiss98,\n  url = {hybrid-aaaiss99.pdf},\n  author = \t {McIlraith, S. and Biswas, G. and Clancy, D. and Gupta, V.},\n  title = \t {Towards Diagnosing Hybrid Systems},\n  booktitle = \t {Hybrid Systems and AI: Modeling, Analysis and Control of Discrete + Continuous Systems, AAAI 1999 Spring Symposium on Hybrid Systems and AI, AAAI Technical Report SS-99-05},\n  year = \t {1999},\n  pages  = {128--135},\n  month = \t {March},\n  address = {Stanford, CA, USA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/Ray99.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1999', 'https://www.cs.toronto.edu/~sheila/publications/Ray99.pdf', event);\">\n    Explanatory Diagnosis: Conjecturing Actions to Explain Observations.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In Levesque, H.;  and Pirri, F., editor(s), <i>Logical Foundations for Cognitive Agents: Papers in Honour of Ray Reiter</i>, pages 155-172. Springer-Verlag,  1999.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/Ray99.pdf\"\n     onclick=\"log_download('mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1999', 'https://www.cs.toronto.edu/~sheila/publications/Ray99.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Explanatory Diagnosis: Conjecturing Actions to Explain Observations [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{Ray99,\n  url = {Ray99.pdf},\n  author = \t {McIlraith, S.},\n  editor = \t {Levesque, H. and Pirri, F.},\n  booktitle = \t {Logical Foundations for Cognitive Agents:  Papers in Honour of Ray Reiter},\n  title = \t {Explanatory Diagnosis:  Conjecturing Actions to Explain Observations},\n  publisher = \t {Springer-Verlag},\n  pages = {155-172},\n  year = \t {1999}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"brecht-mcilraith-pitassi-recursion-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/recursion.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'brecht-mcilraith-pitassi-recursion-1999', 'https://www.cs.toronto.edu/~sheila/publications/recursion.pdf', event);\">\n    Recursion.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Brecht, T.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Pitassi, T.\n</span>\n\n  \n\n</span>\n\n  In Webster, J. G., editor(s), <i>Wiley Encyclopedia of Electrical and Electronics Engineering</i>, volume 18, pages 314-315. Wiley Publishing,  1999.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/recursion.pdf\"\n     onclick=\"log_download('brecht-mcilraith-pitassi-recursion-1999', 'https://www.cs.toronto.edu/~sheila/publications/recursion.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Recursion [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/brecht-mcilraith-pitassi-recursion-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('brecht-mcilraith-pitassi-recursion-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{recursion,\n  url = {recursion.pdf},\n  author = \t {Brecht, T. and McIlraith, S. and Pitassi, T.},\n  booktitle = \t {Wiley Encyclopedia of Electrical and Electronics Engineering},\n  title = \t {Recursion},\n  year = {1999},\n  editor = {John G. Webster},\n  publisher = \t {Wiley Publishing},\n  volume = {18},\n  pages = {314-315}\n}\n \n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1998\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1998')\"\n      onkeypress=\"toggleGroup('group_1998')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1998</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mcilraith-logicbasedabductiveinference-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/abduction.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-logicbasedabductiveinference-1998', 'https://www.cs.toronto.edu/~sheila/publications/abduction.pdf', event);\">\n    Logic-Based Abductive Inference.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  Technical Report KSL-98-19, Knowledge Systems Laboratory, Stanford University, July 1998.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/abduction.pdf\"\n     onclick=\"log_download('mcilraith-logicbasedabductiveinference-1998', 'https://www.cs.toronto.edu/~sheila/publications/abduction.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Logic-Based Abductive Inference [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-logicbasedabductiveinference-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-logicbasedabductiveinference-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@TechReport{abduction,\n  url = {abduction.pdf},\n  author = \t {McIlraith, S.  },\n  title = \t {Logic-Based Abductive Inference},\n  institution =  {Knowledge Systems Laboratory, Stanford University},\n  year = \t {1998},\n  month = \t {July},\n  number = \t {KSL-98-19}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-towardsexploitinggenericproceduresinmodelbasedreasoningposter-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx98.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-towardsexploitinggenericproceduresinmodelbasedreasoningposter-1998', 'https://www.cs.toronto.edu/~sheila/publications/dx98.pdf', event);\">\n    Towards Exploiting Generic Procedures in Model-Based Reasoning [Poster].\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Ninth International Workshop on Principles of Diagnosis (DX'98)</i>, pages 217-224, Sea Crest Resort, Cape Cod, Massachusetts, USA, May 24-27 1998. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx98.pdf\"\n     onclick=\"log_download('mcilraith-towardsexploitinggenericproceduresinmodelbasedreasoningposter-1998', 'https://www.cs.toronto.edu/~sheila/publications/dx98.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards Exploiting Generic Procedures in Model-Based Reasoning [Poster] [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-towardsexploitinggenericproceduresinmodelbasedreasoningposter-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-towardsexploitinggenericproceduresinmodelbasedreasoningposter-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{dx98,\n  url = {dx98.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Towards Exploiting Generic Procedures in Model-Based Reasoning [Poster]},\n  booktitle = \t {Proceedings of the Ninth International Workshop on Principles of Diagnosis (DX&#x27;98)},\n  year = \t {1998},\n  month = \t {May 24-27},\n  pages = {217-224},\n  address = {Sea Crest Resort, Cape Cod, Massachusetts, USA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/KR98.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1998', 'https://www.cs.toronto.edu/~sheila/publications/KR98.pdf', event);\">\n    Explanatory Diagnosis: Conjecturing Actions to Explain Observations.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Sixth International Conference on Principles of Knowledge Representation and Reasoning (KR'98)</i>, pages 167-179, Trento, Italy, June 2-5 1998. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/KR98.pdf\"\n     onclick=\"log_download('mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1998', 'https://www.cs.toronto.edu/~sheila/publications/KR98.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Explanatory Diagnosis: Conjecturing Actions to Explain Observations [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{KR98,\n  url = {KR98.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Explanatory Diagnosis: Conjecturing Actions to Explain Observations},\n  booktitle = \t {Proceedings of the Sixth International Conference on Principles of Knowledge Representation and Reasoning (KR&#x27;98)},\n  year = \t {1998},\n  month = \t {June 2-5},\n  pages     = {167-179},\n  address = {Trento, Italy}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"choueiry-mcilraith-iwasaki-loeser-neller-engelmore-fikes-preliminarythoughtsonapracticaltheoryofreformulationforreasoningaboutphysicalsystems-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/qr98.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'choueiry-mcilraith-iwasaki-loeser-neller-engelmore-fikes-preliminarythoughtsonapracticaltheoryofreformulationforreasoningaboutphysicalsystems-1998', 'https://www.cs.toronto.edu/~sheila/publications/qr98.pdf', event);\">\n    Preliminary Thoughts on a Practical Theory of Reformulation for Reasoning about Physical Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Choueiry, B.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Iwasaki, Y.; Loeser, T.; Neller, T.; Engelmore, B.;  and Fikes., R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twelfth International Workshop on Qualitative Reasoning (QR'98)</i>, pages 21-31, Cape Cod, Massachusetts, USA, May 26-29 1998. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/qr98.pdf\"\n     onclick=\"log_download('choueiry-mcilraith-iwasaki-loeser-neller-engelmore-fikes-preliminarythoughtsonapracticaltheoryofreformulationforreasoningaboutphysicalsystems-1998', 'https://www.cs.toronto.edu/~sheila/publications/qr98.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Preliminary Thoughts on a Practical Theory of Reformulation for Reasoning about Physical Systems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/choueiry-mcilraith-iwasaki-loeser-neller-engelmore-fikes-preliminarythoughtsonapracticaltheoryofreformulationforreasoningaboutphysicalsystems-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('choueiry-mcilraith-iwasaki-loeser-neller-engelmore-fikes-preliminarythoughtsonapracticaltheoryofreformulationforreasoningaboutphysicalsystems-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{qr98,\n  url = {qr98.pdf},\n  author = \t {Choueiry, B. and McIlraith, S. and Iwasaki, Y. and Loeser, T. and Neller, T. and Engelmore, B. and Fikes., R.},\n  title = \t {Preliminary Thoughts on a Practical Theory of Reformulation for Reasoning about Physical Systems},\n  booktitle = \t {Proceedings of the Twelfth International Workshop on Qualitative Reasoning (QR&#x27;98)},\n  year = \t {1998},\n  month = \t {May 26-29},\n  pages = {21-31},\n  address = {Cape Cod, Massachusetts, USA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"choueiry-mcilraith-iwasaki-loeser-neller-engelmore-fikes-thoughtsonapracticaltheoryofreformulationforreasoningaboutphysicalsystems-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/sara98.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'choueiry-mcilraith-iwasaki-loeser-neller-engelmore-fikes-thoughtsonapracticaltheoryofreformulationforreasoningaboutphysicalsystems-1998', 'https://www.cs.toronto.edu/~sheila/publications/sara98.pdf', event);\">\n    Thoughts on a Practical Theory of Reformulation for Reasoning about Physical Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Choueiry, B.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>; Iwasaki, Y.; Loeser, T.; Neller, T.; Engelmore, B.;  and Fikes., R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Symposium on Abstraction, Reformulation and Approximation (SARA-98)</i>, pages 25-36, May 1998. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/sara98.pdf\"\n     onclick=\"log_download('choueiry-mcilraith-iwasaki-loeser-neller-engelmore-fikes-thoughtsonapracticaltheoryofreformulationforreasoningaboutphysicalsystems-1998', 'https://www.cs.toronto.edu/~sheila/publications/sara98.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Thoughts on a Practical Theory of Reformulation for Reasoning about Physical Systems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/choueiry-mcilraith-iwasaki-loeser-neller-engelmore-fikes-thoughtsonapracticaltheoryofreformulationforreasoningaboutphysicalsystems-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('choueiry-mcilraith-iwasaki-loeser-neller-engelmore-fikes-thoughtsonapracticaltheoryofreformulationforreasoningaboutphysicalsystems-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{sara98,\n  url = {sara98.pdf},\n  author = \t {Choueiry, B. and McIlraith, S. and Iwasaki, Y. and Loeser, T. and Neller, T. and Engelmore, B. and Fikes., R.},\n  title = \t {Thoughts on a Practical Theory of Reformulation for Reasoning about Physical Systems},\n  booktitle = \t {Proceedings of the Symposium on Abstraction, Reformulation and Approximation (SARA-98)},\n  year = \t {1998},\n  pages = {25-36},\n  month = \t {May}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1997\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1997')\"\n      onkeypress=\"toggleGroup('group_1997')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1997</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mcilraith-representingactionsandstateconstraintsinmodelbaseddiagnosis-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/aaai97.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-representingactionsandstateconstraintsinmodelbaseddiagnosis-1997', 'https://www.cs.toronto.edu/~sheila/publications/aaai97.pdf', event);\">\n    Representing Actions and State Constraints in Model-Based Diagnosis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings Fourteenth National Conference on Artificial Intelligence (AAAI'97)</i>, pages 43-49, Providence, Rhode Island, USA, July 27-31 1997. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/aaai97.pdf\"\n     onclick=\"log_download('mcilraith-representingactionsandstateconstraintsinmodelbaseddiagnosis-1997', 'https://www.cs.toronto.edu/~sheila/publications/aaai97.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Representing Actions and State Constraints in Model-Based Diagnosis [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-representingactionsandstateconstraintsinmodelbaseddiagnosis-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-representingactionsandstateconstraintsinmodelbaseddiagnosis-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{aaai97,\n  url = {aaai97.pdf},\n  author = \t {McIlraith, S. },\n  title = \t {Representing Actions and State Constraints in Model-Based Diagnosis},\n  booktitle  = \t {Proceedings Fourteenth National Conference on Artificial Intelligence (AAAI&#x27;97)},\n  year = \t {1997},\n  month = \t {July 27-31},\n  pages     = {43-49},\n  address = {Providence, Rhode Island, USA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"carlson-fromherz-gupta-hogg-mcilraith-towardsmodelbasedadaptivecontrolofsystemswithsmartmatter-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/adaptivecontrol97.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'carlson-fromherz-gupta-hogg-mcilraith-towardsmodelbasedadaptivecontrolofsystemswithsmartmatter-1997', 'https://www.cs.toronto.edu/~sheila/publications/adaptivecontrol97.pdf', event);\">\n    Towards Model-Based Adaptive Control of Systems with Smart Matter.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Carlson, B.; Fromherz, M.; Gupta, V.; Hogg, T.;  and <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Working Notes of AAAI 1997 Fall Symposium on Model-Directed Autonomous Systems</i>, pages 9-11, Massachsetts Institute of Technology, Cambridge, Massachusetts, USA, November 8-10 1997. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/adaptivecontrol97.pdf\"\n     onclick=\"log_download('carlson-fromherz-gupta-hogg-mcilraith-towardsmodelbasedadaptivecontrolofsystemswithsmartmatter-1997', 'https://www.cs.toronto.edu/~sheila/publications/adaptivecontrol97.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards Model-Based Adaptive Control of Systems with Smart Matter [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/carlson-fromherz-gupta-hogg-mcilraith-towardsmodelbasedadaptivecontrolofsystemswithsmartmatter-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('carlson-fromherz-gupta-hogg-mcilraith-towardsmodelbasedadaptivecontrolofsystemswithsmartmatter-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{adaptivecontrol97,\n  url = {adaptivecontrol97.pdf},\n  author = \t {Carlson, B. and Fromherz, M. and Gupta, V. and Hogg, T. and McIlraith, S.},\n  title = \t {Towards Model-Based Adaptive Control of Systems with Smart Matter},\n  booktitle = \t {Working Notes of AAAI 1997 Fall Symposium on Model-Directed Autonomous Systems},\n  year = \t {1997},\n  month = \t {November 8-10},\n  pages = {9-11},\n  address = {Massachsetts Institute of Technology, Cambridge, Massachusetts, USA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx97.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1997', 'https://www.cs.toronto.edu/~sheila/publications/dx97.pdf', event);\">\n    Explanatory Diagnosis: Conjecturing Actions to Explain Observations.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Eighth International Workshop on Principles of Diagnosis (DX'97)</i>, pages 69-78, September 1997. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx97.pdf\"\n     onclick=\"log_download('mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1997', 'https://www.cs.toronto.edu/~sheila/publications/dx97.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Explanatory Diagnosis: Conjecturing Actions to Explain Observations [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-explanatorydiagnosisconjecturingactionstoexplainobservations-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{dx97,\n  url = {dx97.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Explanatory Diagnosis: Conjecturing Actions to Explain Observations},\n  booktitle = \t {Proceedings of the Eighth International Workshop on Principles of Diagnosis (DX&#x27;97)},\n  year = \t {1997},\n  pages = {69-78},\n  month = \t {September}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-aclosedformsolutiontotheramificationproblemsometimes-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ijcai97.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-aclosedformsolutiontotheramificationproblemsometimes-1997', 'https://www.cs.toronto.edu/~sheila/publications/ijcai97.pdf', event);\">\n    A Closed-Form Solution to the Ramification Problem (Sometimes).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the IJCAI'97 Workshop on Nonmonotonic Reasoning Action and Change</i>, pages 103-126, Nagoya, Aichi, Japan, August 24-25 1997. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ijcai97.pdf\"\n     onclick=\"log_download('mcilraith-aclosedformsolutiontotheramificationproblemsometimes-1997', 'https://www.cs.toronto.edu/~sheila/publications/ijcai97.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Closed-Form Solution to the Ramification Problem (Sometimes) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-aclosedformsolutiontotheramificationproblemsometimes-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-aclosedformsolutiontotheramificationproblemsometimes-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ijcai97,\n  url = {ijcai97.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {A Closed-Form Solution to the Ramification Problem (Sometimes)},\n  booktitle = \t {Proceedings of the IJCAI&#x27;97 Workshop on Nonmonotonic Reasoning Action and Change},\n  year = \t {1997},\n  month = \t {August 24-25},\n  pages = {103-126},\n  address = {Nagoya, Aichi, Japan}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1996\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1996')\"\n      onkeypress=\"toggleGroup('group_1996')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1996</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mcilraith-sdactionsnewrepresentationproblemsformodelbaseddiagnosis-1996\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx96.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-sdactionsnewrepresentationproblemsformodelbaseddiagnosis-1996', 'https://www.cs.toronto.edu/~sheila/publications/dx96.pdf', event);\">\n    SD + Actions: New Representation Problems for Model-Based Diagnosis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Seventh International Workshop on Principles of Diagnosis</i>, pages 157-166, Val Morin, Canada, October 1996. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx96.pdf\"\n     onclick=\"log_download('mcilraith-sdactionsnewrepresentationproblemsformodelbaseddiagnosis-1996', 'https://www.cs.toronto.edu/~sheila/publications/dx96.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"SD + Actions: New Representation Problems for Model-Based Diagnosis [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-sdactionsnewrepresentationproblemsformodelbaseddiagnosis-1996\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-sdactionsnewrepresentationproblemsformodelbaseddiagnosis-1996')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{dx96,\n  url = {dx96.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {SD + Actions: New Representation Problems for Model-Based Diagnosis},\n  booktitle = \t {Proceedings of the Seventh International Workshop on Principles of Diagnosis},\n  year = \t {1996},\n  month = \t {October},\n  pages = {157-166},\n  address = {Val Morin, Canada}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1995\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1995')\"\n      onkeypress=\"toggleGroup('group_1995')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1995</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mcilraith-incorporatingactionintodiagnosticproblemsolvinganabridgedreport-1995\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ss95.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-incorporatingactionintodiagnosticproblemsolvinganabridgedreport-1995', 'https://www.cs.toronto.edu/~sheila/publications/ss95.pdf', event);\">\n    Incorporating Action into Diagnostic Problem Solving (An abridged report).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Working Notes of the 1995 AAAI Spring Symposium on Extending Theories of Action: Formal Theory and Practical Applications</i>, pages 139-144, Stanford University, CA, USA, March 27-29 1995. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/ss95.pdf\"\n     onclick=\"log_download('mcilraith-incorporatingactionintodiagnosticproblemsolvinganabridgedreport-1995', 'https://www.cs.toronto.edu/~sheila/publications/ss95.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Incorporating Action into Diagnostic Problem Solving (An abridged report) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-incorporatingactionintodiagnosticproblemsolvinganabridgedreport-1995\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-incorporatingactionintodiagnosticproblemsolvinganabridgedreport-1995')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ss95,\n  url = {ss95.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Incorporating Action into Diagnostic Problem Solving (An abridged report)},\n  booktitle = \t {Working Notes of the 1995 AAAI Spring Symposium on Extending Theories of Action: Formal Theory and Practical Applications},\n  year = \t {1995},\n  pages = {139-144},\n  month = \t {March 27-29},\n  address = {Stanford University, CA, USA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1994\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1994')\"\n      onkeypress=\"toggleGroup('group_1994')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1994</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mcilraith-furthercontributionstocharacterizingdiagnosis-1994\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/diagnosis-amai94.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-furthercontributionstocharacterizingdiagnosis-1994', 'https://www.cs.toronto.edu/~sheila/publications/diagnosis-amai94.pdf', event);\">\n    Further Contributions to Characterizing Diagnosis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Annals of Mathematics and Artificial Intelligence</i>, 11(1-4): 137-167.  1994.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/diagnosis-amai94.pdf\"\n     onclick=\"log_download('mcilraith-furthercontributionstocharacterizingdiagnosis-1994', 'https://www.cs.toronto.edu/~sheila/publications/diagnosis-amai94.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Further Contributions to Characterizing Diagnosis [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-furthercontributionstocharacterizingdiagnosis-1994\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-furthercontributionstocharacterizingdiagnosis-1994')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{diagnosis-amai94,\n  url = {diagnosis-amai94.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Further Contributions to Characterizing Diagnosis},\n  journal = \t {Annals of Mathematics and Artificial Intelligence},\n  year = \t {1994},\n  volume = \t {11},\n  number = \t {1-4},\n  pages = \t {137-167}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-towardsatheoryofdiagnosistestingandrepair-1994\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx94.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-towardsatheoryofdiagnosistestingandrepair-1994', 'https://www.cs.toronto.edu/~sheila/publications/dx94.pdf', event);\">\n    Towards a Theory of Diagnosis, Testing and Repair.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Fifth International Workshop on Principles of Diagnosis</i>, pages 185-192, New Paltz, NY, USA, October 1994. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx94.pdf\"\n     onclick=\"log_download('mcilraith-towardsatheoryofdiagnosistestingandrepair-1994', 'https://www.cs.toronto.edu/~sheila/publications/dx94.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards a Theory of Diagnosis, Testing and Repair [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-towardsatheoryofdiagnosistestingandrepair-1994\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-towardsatheoryofdiagnosistestingandrepair-1994')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{dx94,\n  url = {dx94.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Towards a Theory of Diagnosis, Testing and Repair},\n  booktitle = \t {Proceedings of the Fifth International Workshop on Principles of Diagnosis},\n  year = \t {1994},\n  month = \t {October},\n  pages = {185-192},\n  address = {New Paltz, NY, USA}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-generatingtestsusingabduction-1994\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/kr94.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-generatingtestsusingabduction-1994', 'https://www.cs.toronto.edu/~sheila/publications/kr94.pdf', event);\">\n    Generating Tests using Abduction.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Fourth International Conference on Principles of Knowledge Representation and Reasoning (KR'94)</i>, pages 449-460, Bonn, Germany, May 24-27 1994. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/kr94.pdf\"\n     onclick=\"log_download('mcilraith-generatingtestsusingabduction-1994', 'https://www.cs.toronto.edu/~sheila/publications/kr94.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Generating Tests using Abduction [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-generatingtestsusingabduction-1994\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-generatingtestsusingabduction-1994')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{kr94,\n  url = {kr94.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Generating Tests using Abduction},\n  booktitle = \t {Proceedings of the Fourth International Conference on Principles of Knowledge Representation and Reasoning (KR&#x27;94)},\n  year = \t {1994},\n  pages     = {449-460},\n  month = \t {May 24-27},\n  address = {Bonn, Germany}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1993\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1993')\"\n      onkeypress=\"toggleGroup('group_1993')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1993</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mcilraith-generatingtestsusingabduction-1993\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx93.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-generatingtestsusingabduction-1993', 'https://www.cs.toronto.edu/~sheila/publications/dx93.pdf', event);\">\n    Generating Tests using Abduction.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Fourth International Workshop on Principles of Diagnosis (DX'93)</i>, pages 223-235, Aberystwyth, Wales, UK, September 1993. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx93.pdf\"\n     onclick=\"log_download('mcilraith-generatingtestsusingabduction-1993', 'https://www.cs.toronto.edu/~sheila/publications/dx93.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Generating Tests using Abduction [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-generatingtestsusingabduction-1993\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-generatingtestsusingabduction-1993')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{dx93,\n  url = {dx93.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Generating Tests using Abduction},\n  booktitle =  {Proceedings of the Fourth International Workshop on Principles of Diagnosis (DX&#x27;93)},\n  year = \t {1993},\n  month = \t {September},\n  pages = {223-235},\n  address = {Aberystwyth, Wales, UK}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1992\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1992')\"\n      onkeypress=\"toggleGroup('group_1992')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1992</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mcilraith-diagnosisasrefutation-1992\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx92.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-diagnosisasrefutation-1992', 'https://www.cs.toronto.edu/~sheila/publications/dx92.pdf', event);\">\n    Diagnosis as Refutation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Third International Workshop on Principles of Diagnosis</i>, pages 232-244, San Juan Islands, WA, USA, October 1992. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx92.pdf\"\n     onclick=\"log_download('mcilraith-diagnosisasrefutation-1992', 'https://www.cs.toronto.edu/~sheila/publications/dx92.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Diagnosis as Refutation [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-diagnosisasrefutation-1992\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-diagnosisasrefutation-1992')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{dx92,\n  url = {dx92.pdf},\n  author = \t {McIlraith, S.},\n  title = \t {Diagnosis as Refutation},\n  booktitle = \t {Proceedings of the Third International Workshop on Principles of Diagnosis},\n  year = \t {1992},\n  month = \t {October},\n  pages = {232-244},\n  address = {San Juan Islands, WA, USA}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcilraith-reiter-ontestsforhypotheticalreasoning-1992\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/readings.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-reiter-ontestsforhypotheticalreasoning-1992', 'https://www.cs.toronto.edu/~sheila/publications/readings.pdf', event);\">\n    On Tests for Hypothetical Reasoning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Reiter, R.\n</span>\n\n  \n\n</span>\n\n  In Hamschers, W.;  and Console, L., editor(s), <i>Readings in Model-Based Diagnosis</i>, pages 89-95. Morgan Kaufmann,  1992.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/readings.pdf\"\n     onclick=\"log_download('mcilraith-reiter-ontestsforhypotheticalreasoning-1992', 'https://www.cs.toronto.edu/~sheila/publications/readings.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On Tests for Hypothetical Reasoning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-reiter-ontestsforhypotheticalreasoning-1992\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-reiter-ontestsforhypotheticalreasoning-1992')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{readings,\n  url = {readings.pdf},\n  author = \t {McIlraith, S. and Reiter, R.},\n  editor = \t {Hamschers, W., de Kleer, J. and Console, L.},\n  booktitle = \t {Readings in Model-Based Diagnosis},\n  title = \t {On Tests for Hypothetical Reasoning},\n  publisher = \t {Morgan Kaufmann},\n  pages = {89-95},\n  year = \t {1992}\n}\n\n\n\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1991\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1991')\"\n      onkeypress=\"toggleGroup('group_1991')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1991</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mcilraith-reiter-onexperimentsforhypotheticalreasoning-1991\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx91.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcilraith-reiter-onexperimentsforhypotheticalreasoning-1991', 'https://www.cs.toronto.edu/~sheila/publications/dx91.pdf', event);\">\n    On Experiments for Hypothetical Reasoning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S.</a>;  and Reiter, R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Second International Workshop on Principles of Diagnosis (DX'91)</i>, pages 143-152, Milan, Italy, October 1991. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cs.toronto.edu/~sheila/publications/dx91.pdf\"\n     onclick=\"log_download('mcilraith-reiter-onexperimentsforhypotheticalreasoning-1991', 'https://www.cs.toronto.edu/~sheila/publications/dx91.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"On Experiments for Hypothetical Reasoning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcilraith-reiter-onexperimentsforhypotheticalreasoning-1991\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>11 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcilraith-reiter-onexperimentsforhypotheticalreasoning-1991')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{dx91,\n  url = {dx91.pdf},\n  author = \t {McIlraith, S. and Reiter, R.},\n  title = \t {On Experiments for Hypothetical Reasoning},\n  booktitle = \t {Proceedings of the Second International Workshop on Principles of Diagnosis (DX&#x27;91)},\n  year = \t {1991},\n  month = \t {October},\n  pages = {143-152},\n  address = {Milan, Italy}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_undefined\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_undefined')\"\n      onkeypress=\"toggleGroup('group_undefined')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>undefined</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"anonymous-\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  .\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  \n</span>\n\n  \n\n</span>\n\n  In  . \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/anonymous-\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>9 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('anonymous-')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\"></pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"anonymous-\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  .\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  \n</span>\n\n  \n\n</span>\n\n  In  . \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/anonymous-\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>9 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('anonymous-')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\"></pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsatamendedversion\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  DSHARP: Fast d-DNNF Compilation with sharpSAT (Amended Version).\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Muise, C.; <a class=\"bibbase author link\" href=\"https://www.cs.toronto.edu/~sheila/publications/index.html\">McIlraith, S. A.</a>; Beck, J. C.;  and Hsu, E.\n</span>\n\n  \n\n</span>\n\n  In <i>AAAI 2016 Workshop on Beyond NP</i>,  . \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsatamendedversion\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('muise-mcilraith-beck-hsu-dsharpfastddnnfcompilationwithsharpsatamendedversion')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{muise-beyondnp16-dsharp,\nauthor = {Muise, Christian and McIlraith, Sheila A. and Beck, J. Christopher and Hsu, Eric},\nbooktitle = {AAAI 2016 Workshop on Beyond NP},\ntitle = {{DSHARP}: Fast d-DNNF Compilation with sharpSAT (Amended Version)}}</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);