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\n  \n 2023\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n Reinforcement Learning with Depreciating Assets.\n \n \n \n \n\n\n \n Dohmen, T., & Trivedi, A.\n\n\n \n\n\n\n In Agmon, N., An, B., Ricci, A., & Yeoh, W., editor(s), Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023, pages 2628–2630, 2023. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ReinforcementPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\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{DBLP:conf/atal/Dohmen023,\n  author       = {Taylor Dohmen and\n                  Ashutosh Trivedi},\n  editor       = {Noa Agmon and\n                  Bo An and\n                  Alessandro Ricci and\n                  William Yeoh},\n  title        = {Reinforcement Learning with Depreciating Assets},\n  booktitle    = {Proceedings of the 2023 International Conference on Autonomous Agents\n                  and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May\n                  2023 - 2 June 2023},\n  pages        = {2628--2630},\n  publisher    = {{ACM}},\n  year         = {2023},\n  url          = {https://dl.acm.org/doi/10.5555/3545946.3599024},\n  doi          = {10.5555/3545946.3599024},\n  timestamp    = {Tue, 23 May 2023 14:27:14 +0200},\n  biburl       = {https://dblp.org/rec/conf/atal/Dohmen023.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The Octatope Abstract Domain for Verification of Neural Networks.\n \n \n \n \n\n\n \n Bak, S., Dohmen, T., Subramani, K., Trivedi, A., Velasquez, A., & Wojciechowski, P.\n\n\n \n\n\n\n In Chechik, M., Katoen, J., & Leucker, M., editor(s), Formal Methods - 25th International Symposium, FM 2023, Lübeck, Germany, March 6-10, 2023, Proceedings, volume 14000, of Lecture Notes in Computer Science, pages 454–472, 2023. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/fm/BakDSTVW23,\n  author       = {Stanley Bak and\n                  Taylor Dohmen and\n                  K. Subramani and\n                  Ashutosh Trivedi and\n                  Alvaro Velasquez and\n                  Piotr Wojciechowski},\n  editor       = {Marsha Chechik and\n                  Joost{-}Pieter Katoen and\n                  Martin Leucker},\n  title        = {The Octatope Abstract Domain for Verification of Neural Networks},\n  booktitle    = {Formal Methods - 25th International Symposium, {FM} 2023, L{\\"{u}}beck,\n                  Germany, March 6-10, 2023, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14000},\n  pages        = {454--472},\n  publisher    = {Springer},\n  year         = {2023},\n  url          = {https://doi.org/10.1007/978-3-031-27481-7\\_26},\n  doi          = {10.1007/978-3-031-27481-7\\_26},\n  timestamp    = {Fri, 09 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/fm/BakDSTVW23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Reinforcement Learning with Depreciating Assets.\n \n \n \n \n\n\n \n Dohmen, T., & Trivedi, A.\n\n\n \n\n\n\n CoRR, abs/2302.14176. 2023.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2302-14176,\n  author       = {Taylor Dohmen and\n                  Ashutosh Trivedi},\n  title        = {Reinforcement Learning with Depreciating Assets},\n  journal      = {CoRR},\n  volume       = {abs/2302.14176},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2302.14176},\n  doi          = {10.48550/ARXIV.2302.14176},\n  eprinttype    = {arXiv},\n  eprint       = {2302.14176},\n  timestamp    = {Thu, 02 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-14176.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Inferring Probabilistic Reward Machines from Non-Markovian Reward Signals for Reinforcement Learning.\n \n \n \n \n\n\n \n Dohmen, T., Topper, N., Atia, G. K., Beckus, A., Trivedi, A., & Velasquez, A.\n\n\n \n\n\n\n In Kumar, A., Thiébaux, S., Varakantham, P., & Yeoh, W., editor(s), Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, ICAPS 2022, Singapore (virtual), June 13-24, 2022, pages 574–582, 2022. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/aips/DohmenTAB0V22,\n  author       = {Taylor Dohmen and\n                  Noah Topper and\n                  George K. Atia and\n                  Andre Beckus and\n                  Ashutosh Trivedi and\n                  Alvaro Velasquez},\n  editor       = {Akshat Kumar and\n                  Sylvie Thi{\\'{e}}baux and\n                  Pradeep Varakantham and\n                  William Yeoh},\n  title        = {Inferring Probabilistic Reward Machines from Non-Markovian Reward\n                  Signals for Reinforcement Learning},\n  booktitle    = {Proceedings of the Thirty-Second International Conference on Automated\n                  Planning and Scheduling, {ICAPS} 2022, Singapore (virtual), June 13-24,\n                  2022},\n  pages        = {574--582},\n  publisher    = {{AAAI} Press},\n  year         = {2022},\n  url          = {https://ojs.aaai.org/index.php/ICAPS/article/view/19844},\n  timestamp    = {Wed, 20 Jul 2022 14:27:38 +0200},\n  biburl       = {https://dblp.org/rec/conf/aips/DohmenTAB0V22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Composing Copyless Streaming String Transducers.\n \n \n \n \n\n\n \n Alur, R., Dohmen, T., & Trivedi, A.\n\n\n \n\n\n\n CoRR, abs/2209.05448. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"ComposingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\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{DBLP:journals/corr/abs-2209-05448,\n  author       = {Rajeev Alur and\n                  Taylor Dohmen and\n                  Ashutosh Trivedi},\n  title        = {Composing Copyless Streaming String Transducers},\n  journal      = {CoRR},\n  volume       = {abs/2209.05448},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2209.05448},\n  doi          = {10.48550/ARXIV.2209.05448},\n  eprinttype    = {arXiv},\n  eprint       = {2209.05448},\n  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-05448.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Regular Model Checking with Regular Relations.\n \n \n \n \n\n\n \n Dave, V., Dohmen, T., Krishna, S. N., & Trivedi, A.\n\n\n \n\n\n\n In Bampis, E., & Pagourtzis, A., editor(s), Fundamentals of Computation Theory - 23rd International Symposium, FCT 2021, Athens, Greece, September 12-15, 2021, Proceedings, volume 12867, of Lecture Notes in Computer Science, pages 190–203, 2021. Springer\n \n\n\n\n
\n\n\n\n \n \n \"RegularPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\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{DBLP:conf/fct/DaveDKT21,\n  author       = {Vrunda Dave and\n                  Taylor Dohmen and\n                  Shankara Narayanan Krishna and\n                  Ashutosh Trivedi},\n  editor       = {Evripidis Bampis and\n                  Aris Pagourtzis},\n  title        = {Regular Model Checking with Regular Relations},\n  booktitle    = {Fundamentals of Computation Theory - 23rd International Symposium,\n                  {FCT} 2021, Athens, Greece, September 12-15, 2021, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {12867},\n  pages        = {190--203},\n  publisher    = {Springer},\n  year         = {2021},\n  url          = {https://doi.org/10.1007/978-3-030-86593-1\\_13},\n  doi          = {10.1007/978-3-030-86593-1\\_13},\n  timestamp    = {Tue, 14 Sep 2021 19:09:35 +0200},\n  biburl       = {https://dblp.org/rec/conf/fct/DaveDKT21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Discounting the Past in Stochastic Games.\n \n \n \n \n\n\n \n Dohmen, T., & Trivedi, A.\n\n\n \n\n\n\n CoRR, abs/2102.06985. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"DiscountingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\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{DBLP:journals/corr/abs-2102-06985,\n  author       = {Taylor Dohmen and\n                  Ashutosh Trivedi},\n  title        = {Discounting the Past in Stochastic Games},\n  journal      = {CoRR},\n  volume       = {abs/2102.06985},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2102.06985},\n  eprinttype    = {arXiv},\n  eprint       = {2102.06985},\n  timestamp    = {Thu, 18 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-06985.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning Probabilistic Reward Machines from Non-Markovian Stochastic Reward Processes.\n \n \n \n \n\n\n \n Velasquez, A., Beckus, A., Dohmen, T., Trivedi, A., Topper, N., & Atia, G. K.\n\n\n \n\n\n\n CoRR, abs/2107.04633. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"LearningPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\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{DBLP:journals/corr/abs-2107-04633,\n  author       = {Alvaro Velasquez and\n                  Andre Beckus and\n                  Taylor Dohmen and\n                  Ashutosh Trivedi and\n                  Noah Topper and\n                  George K. Atia},\n  title        = {Learning Probabilistic Reward Machines from Non-Markovian Stochastic\n                  Reward Processes},\n  journal      = {CoRR},\n  volume       = {abs/2107.04633},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2107.04633},\n  eprinttype    = {arXiv},\n  eprint       = {2107.04633},\n  timestamp    = {Tue, 20 Jul 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-04633.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n MSO-Definable Regular Model Checking.\n \n \n \n \n\n\n \n Dave, V., Dohmen, T., Krishna, S. N., & Trivedi, A.\n\n\n \n\n\n\n CoRR, abs/1910.09072. 2019.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-1910-09072,\n  author       = {Vrunda Dave and\n                  Taylor Dohmen and\n                  Shankara Narayanan Krishna and\n                  Ashutosh Trivedi},\n  title        = {MSO-Definable Regular Model Checking},\n  journal      = {CoRR},\n  volume       = {abs/1910.09072},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1910.09072},\n  eprinttype    = {arXiv},\n  eprint       = {1910.09072},\n  timestamp    = {Tue, 22 Oct 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-09072.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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