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\n \n\n \n \n \n \n \n \n Epistemic Side Effects & Avoiding Them (Sometimes).\n \n \n \n \n\n\n \n Klassen, T. Q.; Alamdari, P. A.; and McIlraith, S. A.\n\n\n \n\n\n\n In 2022 NeurIPS ML Safety Workshop, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"Epistemicpaper\n  \n \n \n \"Epistemic code\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 69 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{klassen-etal-mlsafety2022epistemic,\r\n    title={Epistemic Side Effects \\& Avoiding Them (Sometimes)},\r\n    author={Toryn Q. Klassen and Parand Alizadeh Alamdari and Sheila A. McIlraith},\r\n    booktitle={2022 NeurIPS ML Safety Workshop},\r\n    year={2022},\r\n    keywords = {AI safety, side effects, epistemic, reinforcement learning},\r\n    url = {https://openreview.net/pdf?id=7oDZ-6kIW1K},\r\n    url_code = {https://github.com/praal/epistemic_side_effects}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Resolving Misconceptions about the Plans of Agents via Theory of Mind.\n \n \n \n\n\n \n Shvo, M.; Klassen, T. Q; and McIlraith, S. A\n\n\n \n\n\n\n In Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling (ICAPS 2022), pages 719-729, 2022. \n \n\n\n\n
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@inproceedings{shvo-klas-mci-icaps-discres2022,\r\n  author    = {Shvo, Maayan and Klassen, Toryn Q and McIlraith, Sheila A},\r\n  title         = {Resolving Misconceptions about the Plans of Agents via {T}heory of {M}ind},\r\n  booktitle = "Proceedings of the Thirty-Second International Conference on\r\n                Automated Planning and Scheduling (ICAPS 2022)",\r\n  year      = {2022},\r\n  pages={719-729},\r\n  keywords = {epistemic, planning}\r\n}\r\n\r\n\r\n
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\n \n\n \n \n \n \n \n \n Efficient multi-agent epistemic planning: Teaching planners about nested belief.\n \n \n \n \n\n\n \n Muise, C.; Belle, V.; Felli, P.; McIlraith, S. A.; Miller, T.; Pearce, A. R.; and Sonenberg, L.\n\n\n \n\n\n\n Artifical Intelligence, 302: 103605. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"Efficientpaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 20 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{muise-etal-aij22,\r\n  author    = {Christian Muise and\r\n               Vaishak Belle and\r\n               Paolo Felli and\r\n               Sheila A. McIlraith and\r\n               Tim Miller and\r\n               Adrian R. Pearce and\r\n               Liz Sonenberg},\r\n  title     = {Efficient multi-agent epistemic planning: Teaching planners about\r\n               nested belief},\r\n  journal   = {Artifical Intelligence},\r\n  volume    = {302},\r\n  pages     = {103605},\r\n  year      = {2022},\r\n  url       = {https://doi.org/10.1016/j.artint.2021.103605},\r\n  keywords  = {epistemic, planning}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Towards the Role of Theory of Mind in Explanation.\n \n \n \n\n\n \n Shvo, M.; Klassen, T. Q.; and McIlraith, S. A.\n\n\n \n\n\n\n In Explainable, Transparent Autonomous Agents and Multi-Agent Systems - Second International Workshop, EXTRAAMAS 2020, volume 12175, of Lecture Notes in Computer Science, pages 75-93, 2020. Springer\n \n\n\n\n
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@inproceedings{shvo2020role,\r\n    author = {Maayan Shvo and Toryn Q. Klassen and Sheila A. McIlraith},\r\n    title = {Towards the Role of Theory of Mind in Explanation},\r\n    booktitle = {Explainable, Transparent Autonomous Agents and Multi-Agent Systems - Second International Workshop, {EXTRAAMAS} 2020},\r\n    series = {Lecture Notes in Computer Science},\r\n    volume = {12175},\r\n    pages = {75-93},\r\n    publisher = {Springer},\r\n    year = {2020},\r\n    keywords = {epistemic}\r\n}\r\n\r\n \r\n
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\n \n\n \n \n \n \n \n Changing Beliefs about Domain Dynamics in the Situation Calculus.\n \n \n \n\n\n \n Klassen, T. Q.; McIlraith, S. A.; and Levesque, H. J.\n\n\n \n\n\n\n In Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, KR 2020, pages 572-581, 2020. \n \n\n\n\n
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@inproceedings{klassen2020dynamics,\r\n    author = {Toryn Q. Klassen and Sheila A. McIlraith and Hector J. Levesque},\r\n    title = {Changing Beliefs about Domain Dynamics in the Situation Calculus},\r\n    booktitle = {Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, {KR} 2020},\r\n    pages = {572-581},\r\n    year = {2020},\r\n    doi = {10.24963/kr.2020/57},\r\n    keywords = {epistemic}\r\n}\r\n\r\n\r\n
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\n \n\n \n \n \n \n \n \n Epistemic Plan Recognition.\n \n \n \n \n\n\n \n Shvo, M.; Klassen, T. Q.; Sohrabi, S.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the 19th Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), pages 1251-1259, 2020. \n \n\n\n\n
\n\n\n\n \n \n \"Epistemic paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 102 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{shvo-etal-aamas20,\r\n  title={Epistemic Plan Recognition},\r\n  author={Shvo, Maayan and Klassen, Toryn Q., and Sohrabi, Shirin and\r\nMcIlraith, Sheila A.},\r\n  booktitle={Proceedings of the 19th Conference on Autonomous Agents\r\nand Multi-Agent Systems ({AAMAS})},\r\nurl_paper = {http://www.ifaamas.org/Proceedings/aamas2020/pdfs/p1251.pdf},\r\n  year={2020},\r\n  pages = {1251-1259},\r\n  keywords = {epistemic}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Specifying Plausibility Levels for Iterated Belief Change in the Situation Calculus.\n \n \n \n\n\n \n Klassen, T. Q.; McIlraith, S. A.; and Levesque, H. J.\n\n\n \n\n\n\n In Proceedings of the Sixteenth International Conference on Principles of Knowledge Representation and Reasoning (KR), pages 257-266, 2018. \n \n\n\n\n
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@inproceedings{KlassenKR2018plausibility,\r\n    author    = {Toryn Q. Klassen and Sheila A. McIlraith and Hector J. Levesque},\r\n    title     = {Specifying Plausibility Levels for Iterated Belief Change in the Situation Calculus},\r\n    booktitle = {Proceedings of the Sixteenth International Conference on Principles of Knowledge Representation and Reasoning ({KR})},\r\n    pages     = {257-266},\r\n    year      = {2018},\r\n    keywords  = {epistemic}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n \n Epistemic Planning (Dagstuhl Seminar 17231).\n \n \n \n \n\n\n \n Baral, C.; Bolander, T.; van Ditmarsch, H.; and McIlraith, S. A.\n\n\n \n\n\n\n Dagstuhl Reports, 7(6): 1-47. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"Epistemicpaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{bar-etal-dagstuhl17,\r\n  author    = {Chitta Baral and\r\n               Thomas Bolander and\r\n               Hans van Ditmarsch and\r\n               Sheila A. McIlraith},\r\n  title     = {Epistemic Planning (Dagstuhl Seminar 17231)},\r\n  journal   = {Dagstuhl Reports},\r\n  volume    = {7},\r\n  number    = {6},\r\n  pages     = {1-47},\r\n  year      = {2017},\r\n  url       = {https://doi.org/10.4230/DagRep.7.6.1},\r\n  keywords  = {epistemic, planning}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n \n Planning Over Multi-Agent Epistemic States: A Classical Planning Approach (Amended Version).\n \n \n \n \n\n\n \n Muise, C.; Belle, V.; Felli, P.; McIlraith, S. A.; Miller, T.; Pearce, A. R.; and Sonenberg, L.\n\n\n \n\n\n\n In Workshop on Distributed and Multi-Agent Planning (DMAP'15) at ICAPS, 2015. \n \n\n\n\n
\n\n\n\n \n \n \"Planningpaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{mui-etal-dmap15,\r\n  title = {Planning Over Multi-Agent Epistemic States: A Classical Planning Approach (Amended Version)},\r\n  author = {Christian Muise and Vaishak Belle and Paolo Felli and Sheila A. McIlraith and Tim Miller and Adrian R. Pearce and Liz Sonenberg},\r\n  booktitle = {Workshop on Distributed and Multi-Agent Planning ({DMAP}'15) at ICAPS},\r\n  year = {2015},\r\n  keywords = {multi-agent planning, epistemic reasoning, epistemic, planning},\r\n  url={https://www.cs.toronto.edu/~sheila/publications/mui-etal-dmap15.pdf}\r\n}\r\n\r\n\r\n\r\n
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\n \n\n \n \n \n \n \n \n Planning Over Multi-Agent Epistemic States: A Classical Planning Approach.\n \n \n \n \n\n\n \n Muise, C.; Belle, V.; Felli, P.; McIlraith, S. A.; Miller, T.; Pearce, A. R.; and Sonenberg, L.\n\n\n \n\n\n\n In The 29th AAAI Conference on Artificial Intelligence (AAAI), 2015. \n \n\n\n\n
\n\n\n\n \n \n \"Planningpaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 12 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{mui-etal-aaai15,\r\n  title={Planning Over Multi-Agent Epistemic States: A Classical Planning Approach},\r\n  author={Christian Muise and Vaishak Belle and Paolo Felli and Sheila A. McIlraith and Tim Miller and Adrian R. Pearce and Liz Sonenberg},\r\n  booktitle={The 29th AAAI Conference on Artificial Intelligence (AAAI)},\r\n  year={2015},\r\n  keywords = {multi-agent planning, epistemic reasoning, epistemic, planning},\r\n  url={https://www.cs.toronto.edu/~sheila/publications/mui-etal-aaai15.pdf}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n \n Diagnostic Problem Solving via Planning with Ontic and Epistemic Goals.\n \n \n \n \n\n\n \n Baier, J. A.; Mombourquette, B.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the 14th International Conference on Principles of Knowledge Representation and Reasoning (KR), 2014. \n \n\n\n\n
\n\n\n\n \n \n \"Diagnosticpaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 71 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{bai-mom-mci-kr14,\r\n  author = {Jorge A. Baier and Brent Mombourquette and Sheila A. McIlraith},\r\n  title = {Diagnostic Problem Solving via Planning with Ontic and Epistemic Goals},\r\n  booktitle = {Proceedings of the 14th International Conference on Principles of Knowledge Representation and Reasoning (KR)},\r\n  year = {2014},\r\n  url = {https://www.cs.toronto.edu/~sheila/publications/bai-mom-mci-kr14.pdf},\r\n  keywords = {diagnosis, epistemic, planning}\r\n}\r\n\r\n
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