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BibTeX records: Prashant Doshi
@article{DBLP:journals/aamas/HeDB24, author = {Keyang He and Prashant Doshi and Bikramjit Banerjee}, title = {Modeling and reinforcement learning in partially observable many-agent systems}, journal = {Auton. Agents Multi Agent Syst.}, volume = {38}, number = {1}, pages = {12}, year = {2024}, url = {https://doi.org/10.1007/s10458-024-09640-1}, doi = {10.1007/S10458-024-09640-1}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aamas/HeDB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/EckSD23, author = {Adam Eck and Leen{-}Kiat Soh and Prashant Doshi}, title = {Decision making in open agent systems}, journal = {{AI} Mag.}, volume = {44}, number = {4}, pages = {508--523}, year = {2023}, url = {https://doi.org/10.1002/aaai.12131}, doi = {10.1002/AAAI.12131}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aim/EckSD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/SureshGD23, author = {Prasanth Sengadu Suresh and Yikang Gui and Prashant Doshi}, editor = {Noa Agmon and Bo An and Alessandro Ricci and William Yeoh}, title = {Dec-AIRL: Decentralized Adversarial {IRL} for Human-Robot Teaming}, booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May 2023 - 2 June 2023}, pages = {1116--1124}, publisher = {{ACM}}, year = {2023}, url = {https://dl.acm.org/doi/10.5555/3545946.3598753}, doi = {10.5555/3545946.3598753}, timestamp = {Tue, 23 May 2023 14:27:14 +0200}, biburl = {https://dblp.org/rec/conf/atal/SureshGD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-05159, author = {Keyang He and Prashant Doshi and Bikramjit Banerjee}, title = {Latent Interactive {A2C} for Improved {RL} in Open Many-Agent Systems}, journal = {CoRR}, volume = {abs/2305.05159}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.05159}, doi = {10.48550/ARXIV.2305.05159}, eprinttype = {arXiv}, eprint = {2305.05159}, timestamp = {Fri, 12 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-05159.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-03698, author = {Yikang Gui and Prashant Doshi}, title = {A Novel Variational Lower Bound for Inverse Reinforcement Learning}, journal = {CoRR}, volume = {abs/2311.03698}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.03698}, doi = {10.48550/ARXIV.2311.03698}, eprinttype = {arXiv}, eprint = {2311.03698}, timestamp = {Tue, 14 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-03698.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-08393, author = {Ehsan Asali and Prashant Doshi and Jin Sun}, title = {MVSA-Net: Multi-View State-Action Recognition for Robust and Deployable Trajectory Generation}, journal = {CoRR}, volume = {abs/2311.08393}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.08393}, doi = {10.48550/ARXIV.2311.08393}, eprinttype = {arXiv}, eprint = {2311.08393}, timestamp = {Tue, 21 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-08393.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/BogertD22, author = {Kenneth D. Bogert and Prashant Doshi}, editor = {Piotr Faliszewski and Viviana Mascardi and Catherine Pelachaud and Matthew E. Taylor}, title = {A Hierarchical Bayesian Process for Inverse {RL} in Partially-Controlled Environments}, booktitle = {21st International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022}, pages = {145--153}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems {(IFAAMAS)}}, year = {2022}, url = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p145.pdf}, doi = {10.5555/3535850.3535868}, timestamp = {Mon, 18 Jul 2022 17:13:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/BogertD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/corl/AroraDB22, author = {Saurabh Arora and Prashant Doshi and Bikramjit Banerjee}, editor = {Karen Liu and Dana Kulic and Jeffrey Ichnowski}, title = {Online Inverse Reinforcement Learning with Learned Observation Model}, booktitle = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland, New Zealand}, series = {Proceedings of Machine Learning Research}, volume = {205}, pages = {1468--1477}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v205/arora23a.html}, timestamp = {Wed, 15 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/corl/AroraDB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/PawarD22, author = {Swaraj Pawar and Prashant Doshi}, editor = {Antonio Salmer{\'{o}}n and Rafael Rum{\'{\i}}}, title = {Anytime Learning of Sum-Product and Sum-Product-Max Networks}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2022, 5-7 October 2022, Almer{\'{\i}}a, Spain}, series = {Proceedings of Machine Learning Research}, volume = {186}, pages = {49--60}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v186/pawar22a.html}, timestamp = {Sat, 15 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/PawarD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/HeDB22, author = {Keyang He and Prashant Doshi and Bikramjit Banerjee}, editor = {James Cussens and Kun Zhang}, title = {Reinforcement learning in many-agent settings under partial observability}, booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {180}, pages = {780--789}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v180/he22a.html}, timestamp = {Sat, 15 Oct 2022 12:08:13 +0200}, biburl = {https://dblp.org/rec/conf/uai/HeDB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/KakarlapudiAEDS22, author = {Anirudh Kakarlapudi and Gayathri Anil and Adam Eck and Prashant Doshi and Leen{-}Kiat Soh}, editor = {James Cussens and Kun Zhang}, title = {Decision-theoretic planning with communication in open multiagent systems}, booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {180}, pages = {938--948}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v180/kakarlapudi22a.html}, timestamp = {Sat, 15 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uai/KakarlapudiAEDS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/SureshD22, author = {Prasanth Sengadu Suresh and Prashant Doshi}, editor = {James Cussens and Kun Zhang}, title = {Marginal {MAP} estimation for inverse {RL} under occlusion with observer noise}, booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {180}, pages = {1907--1916}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v180/suresh22a.html}, timestamp = {Sat, 15 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uai/SureshD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-11188, author = {Gengyu Zhang and Prashant Doshi}, title = {SIPOMDPLite-Net: Lightweight, Self-Interested Learning and Planning in POSGs with Sparse Interactions}, journal = {CoRR}, volume = {abs/2202.11188}, year = {2022}, url = {https://arxiv.org/abs/2202.11188}, eprinttype = {arXiv}, eprint = {2202.11188}, timestamp = {Wed, 02 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-11188.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-06988, author = {Kenneth D. Bogert and Yikang Gui and Prashant Doshi}, title = {{IRL} with Partial Observations using the Principle of Uncertain Maximum Entropy}, journal = {CoRR}, volume = {abs/2208.06988}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.06988}, doi = {10.48550/ARXIV.2208.06988}, eprinttype = {arXiv}, eprint = {2208.06988}, timestamp = {Wed, 17 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-06988.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aamas/AroraDB21, author = {Saurabh Arora and Prashant Doshi and Bikramjit Banerjee}, title = {{I2RL:} online inverse reinforcement learning under occlusion}, journal = {Auton. Agents Multi Agent Syst.}, volume = {35}, number = {1}, pages = {4}, year = {2021}, url = {https://doi.org/10.1007/s10458-020-09485-4}, doi = {10.1007/S10458-020-09485-4}, timestamp = {Thu, 29 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aamas/AroraDB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/AroraD21, author = {Saurabh Arora and Prashant Doshi}, title = {A survey of inverse reinforcement learning: Challenges, methods and progress}, journal = {Artif. Intell.}, volume = {297}, pages = {103500}, year = {2021}, url = {https://doi.org/10.1016/j.artint.2021.103500}, doi = {10.1016/J.ARTINT.2021.103500}, timestamp = {Thu, 10 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/AroraD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/CerenHDB21, author = {Roi Ceren and Keyang He and Prashant Doshi and Bikramjit Banerjee}, title = {{PALO} bounds for reinforcement learning in partially observable stochastic games}, journal = {Neurocomputing}, volume = {420}, pages = {36--56}, year = {2021}, url = {https://doi.org/10.1016/j.neucom.2020.08.054}, doi = {10.1016/J.NEUCOM.2020.08.054}, timestamp = {Thu, 17 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/CerenHDB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/simpa/SetayeshfarAJLD21, author = {Omid Setayeshfar and Christian Adkins and Matthew Jones and Kyu Hyung Lee and Prashant Doshi}, title = {GrAALF: Supporting graphical analysis of audit logs for forensics}, journal = {Softw. Impacts}, volume = {8}, pages = {100068}, year = {2021}, url = {https://doi.org/10.1016/j.simpa.2021.100068}, doi = {10.1016/J.SIMPA.2021.100068}, timestamp = {Tue, 13 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/simpa/SetayeshfarAJLD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/AbuOdehASDL21, author = {Muhammed AbuOdeh and Christian Adkins and Omid Setayeshfar and Prashant Doshi and Kyu Hyung Lee}, title = {A Novel AI-based Methodology for Identifying Cyber Attacks in Honey Pots}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {15224--15231}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i17.17786}, doi = {10.1609/AAAI.V35I17.17786}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/AbuOdehASDL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aips/TatavartiDH21, author = {Hari Teja Tatavarti and Prashant Doshi and Layton Hayes}, editor = {Susanne Biundo and Minh Do and Robert Goldman and Michael Katz and Qiang Yang and Hankz Hankui Zhuo}, title = {Data-Driven Decision-Theoretic Planning using Recurrent Sum-Product-Max Networks}, booktitle = {Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, {ICAPS} 2021, Guangzhou, China (virtual), August 2-13, 2021}, pages = {606--614}, publisher = {{AAAI} Press}, year = {2021}, url = {https://ojs.aaai.org/index.php/ICAPS/article/view/16009}, timestamp = {Wed, 30 Aug 2023 08:38:08 +0200}, biburl = {https://dblp.org/rec/conf/aips/TatavartiDH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/HeBD21, author = {Keyang He and Bikramjit Banerjee and Prashant Doshi}, editor = {Frank Dignum and Alessio Lomuscio and Ulle Endriss and Ann Now{\'{e}}}, title = {Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards}, booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021}, pages = {602--610}, publisher = {{ACM}}, year = {2021}, url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p602.pdf}, doi = {10.5555/3463952.3464026}, timestamp = {Wed, 20 Jul 2022 17:03:47 +0200}, biburl = {https://dblp.org/rec/conf/atal/HeBD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/ShindeDS21, author = {Aditya Shinde and Prashant Doshi and Omid Setayeshfar}, editor = {Frank Dignum and Alessio Lomuscio and Ulle Endriss and Ann Now{\'{e}}}, title = {Cyber Attack Intent Recognition and Active Deception using Factored Interactive POMDPs}, booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021}, pages = {1200--1208}, publisher = {{ACM}}, year = {2021}, url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1200.pdf}, doi = {10.5555/3463952.3464091}, timestamp = {Wed, 20 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/ShindeDS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/AroraDB21, author = {Saurabh Arora and Prashant Doshi and Bikramjit Banerjee}, title = {Min-Max Entropy Inverse {RL} of Multiple Tasks}, booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA} 2021, Xi'an, China, May 30 - June 5, 2021}, pages = {12639--12645}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICRA48506.2021.9561771}, doi = {10.1109/ICRA48506.2021.9561771}, timestamp = {Mon, 25 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icra/AroraDB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HayesDPT21, author = {Layton Hayes and Prashant Doshi and Swaraj Pawar and Hari Teja Tatavarti}, editor = {Zhi{-}Hua Zhou}, title = {State-Based Recurrent SPMNs for Decision-Theoretic Planning under Partial Observability}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, pages = {2526--2533}, publisher = {ijcai.org}, year = {2021}, url = {https://doi.org/10.24963/ijcai.2021/348}, doi = {10.24963/IJCAI.2021/348}, timestamp = {Wed, 25 Aug 2021 17:11:16 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/HayesDPT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-09825, author = {Keyang He and Prashant Doshi and Bikramjit Banerjee}, title = {Many Agent Reinforcement Learning Under Partial Observability}, journal = {CoRR}, volume = {abs/2106.09825}, year = {2021}, url = {https://arxiv.org/abs/2106.09825}, eprinttype = {arXiv}, eprint = {2106.09825}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-09825.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-05818, author = {Kenneth D. Bogert and Prashant Doshi}, title = {A Hierarchical Bayesian model for Inverse {RL} in Partially-Controlled Environments}, journal = {CoRR}, volume = {abs/2107.05818}, year = {2021}, url = {https://arxiv.org/abs/2107.05818}, eprinttype = {arXiv}, eprint = {2107.05818}, timestamp = {Wed, 21 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-05818.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-07788, author = {Prasanth Sengadu Suresh and Prashant Doshi}, title = {Marginal {MAP} Estimation for Inverse {RL} under Occlusion with Observer Noise}, journal = {CoRR}, volume = {abs/2109.07788}, year = {2021}, url = {https://arxiv.org/abs/2109.07788}, eprinttype = {arXiv}, eprint = {2109.07788}, timestamp = {Wed, 22 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-07788.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/DoshiGD20, author = {Prashant Doshi and Piotr J. Gmytrasiewicz and Edmund H. Durfee}, title = {Recursively modeling other agents for decision making: {A} research perspective}, journal = {Artif. Intell.}, volume = {279}, year = {2020}, url = {https://doi.org/10.1016/j.artint.2019.103202}, doi = {10.1016/J.ARTINT.2019.103202}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/DoshiGD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/EckSDS20, author = {Adam Eck and Maulik Shah and Prashant Doshi and Leen{-}Kiat Soh}, title = {Scalable Decision-Theoretic Planning in Open and Typed Multiagent Systems}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {7127--7134}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i05.6200}, doi = {10.1609/AAAI.V34I05.6200}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/EckSDS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/SoansAHD20, author = {Nihal Soans and Ehsan Asali and Yi Hong and Prashant Doshi}, title = {SA-Net: Robust State-Action Recognition for Learning from Observations}, booktitle = {2020 {IEEE} International Conference on Robotics and Automation, {ICRA} 2020, Paris, France, May 31 - August 31, 2020}, pages = {2153--2159}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICRA40945.2020.9197393}, doi = {10.1109/ICRA40945.2020.9197393}, timestamp = {Mon, 28 Sep 2020 12:19:08 +0200}, biburl = {https://dblp.org/rec/conf/icra/SoansAHD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-12873, author = {Saurabh Arora and Bikramjit Banerjee and Prashant Doshi}, title = {Maximum Entropy Multi-Task Inverse {RL}}, journal = {CoRR}, volume = {abs/2004.12873}, year = {2020}, url = {https://arxiv.org/abs/2004.12873}, eprinttype = {arXiv}, eprint = {2004.12873}, timestamp = {Wed, 29 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-12873.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-07300, author = {Hari Teja Tatavarti and Prashant Doshi and Layton Hayes}, title = {Recurrent Sum-Product-Max Networks for Decision Making in Perfectly-Observed Environments}, journal = {CoRR}, volume = {abs/2006.07300}, year = {2020}, url = {https://arxiv.org/abs/2006.07300}, eprinttype = {arXiv}, eprint = {2006.07300}, timestamp = {Wed, 17 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-07300.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-09512, author = {Aditya Shinde and Prashant Doshi and Omid Setayeshfar}, title = {Active Deception using Factored Interactive POMDPs to Recognize Cyber Attacker's Intent}, journal = {CoRR}, volume = {abs/2007.09512}, year = {2020}, url = {https://arxiv.org/abs/2007.09512}, eprinttype = {arXiv}, eprint = {2007.09512}, timestamp = {Tue, 28 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-09512.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-08030, author = {Keyang He and Bikramjit Banerjee and Prashant Doshi}, title = {Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards}, journal = {CoRR}, volume = {abs/2010.08030}, year = {2020}, url = {https://arxiv.org/abs/2010.08030}, eprinttype = {arXiv}, eprint = {2010.08030}, timestamp = {Wed, 21 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-08030.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tiv/NishiDP19, author = {Tomoki Nishi and Prashant Doshi and Danil V. Prokhorov}, title = {Merging in Congested Freeway Traffic Using Multipolicy Decision Making and Passive Actor-Critic Learning}, journal = {{IEEE} Trans. Intell. Veh.}, volume = {4}, number = {2}, pages = {287--297}, year = {2019}, url = {https://doi.org/10.1109/TIV.2019.2904417}, doi = {10.1109/TIV.2019.2904417}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tiv/NishiDP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/JainDB19, author = {Vinamra Jain and Prashant Doshi and Bikramjit Banerjee}, title = {Model-Free {IRL} Using Maximum Likelihood Estimation}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {3951--3958}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33013951}, doi = {10.1609/AAAI.V33I01.33013951}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/JainDB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/AroraDB19, author = {Saurabh Arora and Prashant Doshi and Bikramjit Banerjee}, editor = {Edith Elkind and Manuela Veloso and Noa Agmon and Matthew E. Taylor}, title = {Online Inverse Reinforcement Learning Under Occlusion}, booktitle = {Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17, 2019}, pages = {1170--1178}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems}, year = {2019}, url = {http://dl.acm.org/citation.cfm?id=3331818}, timestamp = {Wed, 29 May 2019 16:36:58 +0200}, biburl = {https://dblp.org/rec/conf/atal/AroraDB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/SankarDG19, author = {Adithya Raam Sankar and Prashant Doshi and Adam Goodie}, editor = {Amir Globerson and Ricardo Silva}, title = {Evacuate or Not? {A} {POMDP} Model of the Decision Making of Individuals in Hurricane Evacuation Zones}, booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019}, series = {Proceedings of Machine Learning Research}, volume = {115}, pages = {669--678}, publisher = {{AUAI} Press}, year = {2019}, url = {http://proceedings.mlr.press/v115/sankar20a.html}, timestamp = {Tue, 15 Dec 2020 17:40:18 +0100}, biburl = {https://dblp.org/rec/conf/uai/SankarDG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-04380, author = {Nihal Soans and Yi Hong and Prashant Doshi}, title = {SA-Net: Deep Neural Network for Robot Trajectory Recognition from {RGB-D} Streams}, journal = {CoRR}, volume = {abs/1905.04380}, year = {2019}, url = {http://arxiv.org/abs/1905.04380}, eprinttype = {arXiv}, eprint = {1905.04380}, timestamp = {Mon, 27 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-04380.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-00902, author = {Omid Setayeshfar and Christian Adkins and Matthew Jones and Kyu Hyung Lee and Prashant Doshi}, title = {GrAALF: Supporting Graphical Analysis of Audit Logs for Forensics}, journal = {CoRR}, volume = {abs/1909.00902}, year = {2019}, url = {http://arxiv.org/abs/1909.00902}, eprinttype = {arXiv}, eprint = {1909.00902}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-00902.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-08642, author = {Adam Eck and Maulik Shah and Prashant Doshi and Leen{-}Kiat Soh}, title = {Scalable Decision-Theoretic Planning in Open and Typed Multiagent Systems}, journal = {CoRR}, volume = {abs/1911.08642}, year = {2019}, url = {http://arxiv.org/abs/1911.08642}, eprinttype = {arXiv}, eprint = {1911.08642}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-08642.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/BogertD18, author = {Kenneth D. Bogert and Prashant Doshi}, title = {Multi-robot inverse reinforcement learning under occlusion with estimation of state transitions}, journal = {Artif. Intell.}, volume = {263}, pages = {46--73}, year = {2018}, url = {https://doi.org/10.1016/j.artint.2018.07.002}, doi = {10.1016/J.ARTINT.2018.07.002}, timestamp = {Thu, 13 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/BogertD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/TrivediD18, author = {Maulesh Trivedi and Prashant Doshi}, title = {Inverse Learning of Robot Behavior for Collaborative Planning}, booktitle = {2018 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2018, Madrid, Spain, October 1-5, 2018}, pages = {1--9}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/IROS.2018.8593745}, doi = {10.1109/IROS.2018.8593745}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/iros/TrivediD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KalraRHPDT18, author = {Agastya Kalra and Abdullah Rashwan and Wei{-}Shou Hsu and Pascal Poupart and Prashant Doshi and Georgios Trimponias}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {6944--6954}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/66121d1f782d29b62a286909165517bc-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/KalraRHPDT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-07871, author = {Saurabh Arora and Prashant Doshi and Bikramjit Banerjee}, title = {A Framework and Method for Online Inverse Reinforcement Learning}, journal = {CoRR}, volume = {abs/1805.07871}, year = {2018}, url = {http://arxiv.org/abs/1805.07871}, eprinttype = {arXiv}, eprint = {1805.07871}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-07871.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-09267, author = {Roi Ceren and Prashant Doshi and Keyang He}, title = {Reinforcement Learning for Heterogeneous Teams with {PALO} Bounds}, journal = {CoRR}, volume = {abs/1805.09267}, year = {2018}, url = {http://arxiv.org/abs/1805.09267}, eprinttype = {arXiv}, eprint = {1805.09267}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-09267.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-06877, author = {Saurabh Arora and Prashant Doshi}, title = {A Survey of Inverse Reinforcement Learning: Challenges, Methods and Progress}, journal = {CoRR}, volume = {abs/1806.06877}, year = {2018}, url = {http://arxiv.org/abs/1806.06877}, eprinttype = {arXiv}, eprint = {1806.06877}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-06877.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aamas/ChandrasekaranD17, author = {Muthukumaran Chandrasekaran and Prashant Doshi and Yifeng Zeng and Yingke Chen}, title = {Can bounded and self-interested agents be teammates? Application to planning in ad hoc teams}, journal = {Auton. Agents Multi Agent Syst.}, volume = {31}, number = {4}, pages = {821--860}, year = {2017}, url = {https://doi.org/10.1007/s10458-016-9354-4}, doi = {10.1007/S10458-016-9354-4}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aamas/ChandrasekaranD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/amai/QuD17, author = {Xia Qu and Prashant Doshi}, title = {On the role of fairness and limited backward induction in sequential bargaining games - New behavioral models and analyses}, journal = {Ann. Math. Artif. Intell.}, volume = {79}, number = {1-3}, pages = {205--227}, year = {2017}, url = {https://doi.org/10.1007/s10472-015-9481-7}, doi = {10.1007/S10472-015-9481-7}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/amai/QuD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/SonuCD17, author = {Ekhlas Sonu and Yingke Chen and Prashant Doshi}, title = {Decision-Theoretic Planning Under Anonymity in Agent Populations}, journal = {J. Artif. Intell. Res.}, volume = {59}, pages = {725--770}, year = {2017}, url = {https://doi.org/10.1613/jair.5449}, doi = {10.1613/JAIR.5449}, timestamp = {Mon, 21 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/SonuCD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChandrasekaranC17, author = {Muthukumaran Chandrasekaran and Yingke Chen and Prashant Doshi}, editor = {Satinder Singh and Shaul Markovitch}, title = {On Markov Games Played by Bayesian and Boundedly-Rational Players}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {437--443}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10566}, doi = {10.1609/AAAI.V31I1.10566}, timestamp = {Mon, 04 Sep 2023 14:40:32 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChandrasekaranC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/BogertD17, author = {Kenneth D. Bogert and Prashant Doshi}, editor = {Kate Larson and Michael Winikoff and Sanmay Das and Edmund H. Durfee}, title = {Scaling Expectation-Maximization for Inverse Reinforcement Learning to Multiple Robots under Occlusion}, booktitle = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017}, pages = {522--529}, publisher = {{ACM}}, year = {2017}, url = {http://dl.acm.org/citation.cfm?id=3091202}, timestamp = {Wed, 27 Sep 2017 07:24:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/BogertD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/ShahryariD17, author = {Shervin Shahryari and Prashant Doshi}, editor = {Kate Larson and Michael Winikoff and Sanmay Das and Edmund H. Durfee}, title = {Inverse Reinforcement Learning Under Noisy Observations}, booktitle = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017}, pages = {1733--1735}, publisher = {{ACM}}, year = {2017}, url = {http://dl.acm.org/citation.cfm?id=3091421}, timestamp = {Thu, 11 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/ShahryariD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/SolaimanpourD17, author = {Sina Solaimanpour and Prashant Doshi}, title = {A layered {HMM} for predicting motion of a leader in multi-robot settings}, booktitle = {2017 {IEEE} International Conference on Robotics and Automation, {ICRA} 2017, Singapore, Singapore, May 29 - June 3, 2017}, pages = {788--793}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICRA.2017.7989097}, doi = {10.1109/ICRA.2017.7989097}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/icra/SolaimanpourD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ChandrasekaranZ17, author = {Muthukumaran Chandrasekaran and Junhuan Zhang and Prashant Doshi and Yifeng Zeng}, editor = {Gal Elidan and Kristian Kersting and Alexander Ihler}, title = {Robust Model Equivalence using Stochastic Bisimulation for N-Agent Interactive DIDs}, booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017}, publisher = {{AUAI} Press}, year = {2017}, url = {http://auai.org/uai2017/proceedings/papers/298.pdf}, timestamp = {Mon, 05 Dec 2022 15:54:38 +0100}, biburl = {https://dblp.org/rec/conf/uai/ChandrasekaranZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/NishiDJP17, author = {Tomoki Nishi and Prashant Doshi and Michael R. James and Danil V. Prokhorov}, title = {Actor-Critic for Linearly-Solvable Continuous {MDP} with Partially Known Dynamics}, journal = {CoRR}, volume = {abs/1706.01077}, year = {2017}, url = {http://arxiv.org/abs/1706.01077}, eprinttype = {arXiv}, eprint = {1706.01077}, timestamp = {Fri, 11 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/NishiDJP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/NishiDP17, author = {Tomoki Nishi and Prashant Doshi and Danil V. Prokhorov}, title = {Freeway Merging in Congested Traffic based on Multipolicy Decision Making with Passive Actor Critic}, journal = {CoRR}, volume = {abs/1707.04489}, year = {2017}, url = {http://arxiv.org/abs/1707.04489}, eprinttype = {arXiv}, eprint = {1707.04489}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/NishiDP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-10116, author = {Shervin Shahryari and Prashant Doshi}, title = {Inverse Reinforcement Learning Under Noisy Observations}, journal = {CoRR}, volume = {abs/1710.10116}, year = {2017}, url = {http://arxiv.org/abs/1710.10116}, eprinttype = {arXiv}, eprint = {1710.10116}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-10116.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/ZengDCPMC16, author = {Yifeng Zeng and Prashant Doshi and Yingke Chen and Yinghui Pan and Hua Mao and Muthukumaran Chandrasekaran}, title = {Approximating behavioral equivalence for scaling solutions of I-DIDs}, journal = {Knowl. Inf. Syst.}, volume = {49}, number = {2}, pages = {511--552}, year = {2016}, url = {https://doi.org/10.1007/s10115-015-0912-x}, doi = {10.1007/S10115-015-0912-X}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kais/ZengDCPMC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChandrasekaranC16, author = {Muthukumaran Chandrasekaran and Yingke Chen and Prashant Doshi}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {Bayesian Markov Games with Explicit Finite-Level Types}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {4198--4199}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.9955}, doi = {10.1609/AAAI.V30I1.9955}, timestamp = {Mon, 04 Sep 2023 15:08:28 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChandrasekaranC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChandrasekaranC16a, author = {Muthukumaran Chandrasekaran and Yingke Chen and Prashant Doshi}, editor = {Stefano V. Albrecht and Katie Genter and Somchaya Liemhetcharat}, title = {Bayesian Markov Games with Explicit Finite-Level Types}, booktitle = {Multiagent Interaction without Prior Coordination, Papers from the 2016 {AAAI} Workshop, Phoenix, Arizona, USA, February 13, 2016}, series = {{AAAI} Technical Report}, volume = {{WS-16-11}}, publisher = {{AAAI} Press}, year = {2016}, url = {http://www.aaai.org/ocs/index.php/WS/AAAIW16/paper/view/12553}, timestamp = {Tue, 05 Sep 2023 08:59:27 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChandrasekaranC16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MelibariPD16, author = {Mazen Melibari and Pascal Poupart and Prashant Doshi}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {Decision Sum-Product-Max Networks}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {4234--4235}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.9957}, doi = {10.1609/AAAI.V30I1.9957}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MelibariPD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/CerenDB16, author = {Roi Ceren and Prashant Doshi and Bikramjit Banerjee}, editor = {Catholijn M. Jonker and Stacy Marsella and John Thangarajah and Karl Tuyls}, title = {Reinforcement Learning in Partially Observable Multiagent Settings: Monte Carlo Exploring Policies with {PAC} Bounds}, booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents {\&} Multiagent Systems, Singapore, May 9-13, 2016}, pages = {530--538}, publisher = {{ACM}}, year = {2016}, url = {http://dl.acm.org/citation.cfm?id=2937002}, timestamp = {Fri, 20 May 2016 20:33:29 +0200}, biburl = {https://dblp.org/rec/conf/atal/CerenDB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/BogertLDK16, author = {Kenneth D. Bogert and Jonathan Feng{-}Shun Lin and Prashant Doshi and Dana Kulic}, editor = {Catholijn M. Jonker and Stacy Marsella and John Thangarajah and Karl Tuyls}, title = {Expectation-Maximization for Inverse Reinforcement Learning with Hidden Data}, booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents {\&} Multiagent Systems, Singapore, May 9-13, 2016}, pages = {1034--1042}, publisher = {{ACM}}, year = {2016}, url = {http://dl.acm.org/citation.cfm?id=2937076}, timestamp = {Fri, 20 May 2016 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/BogertLDK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/MelibariPD16, author = {Mazen A. Melibari and Pascal Poupart and Prashant Doshi}, editor = {Catholijn M. Jonker and Stacy Marsella and John Thangarajah and Karl Tuyls}, title = {Sum-Product-Max Networks for Tractable Decision Making: (Extended Abstract)}, booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents {\&} Multiagent Systems, Singapore, May 9-13, 2016}, pages = {1419--1420}, publisher = {{ACM}}, year = {2016}, url = {http://dl.acm.org/citation.cfm?id=2937189}, timestamp = {Fri, 20 May 2016 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/MelibariPD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/MelibariPD16, author = {Mazen Melibari and Pascal Poupart and Prashant Doshi}, editor = {Subbarao Kambhampati}, title = {Sum-Product-Max Networks for Tractable Decision Making}, booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016}, pages = {1846--1852}, publisher = {{IJCAI/AAAI} Press}, year = {2016}, url = {http://www.ijcai.org/Abstract/16/264}, timestamp = {Tue, 20 Aug 2019 16:19:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/MelibariPD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MelibariPDT16, author = {Mazen Melibari and Pascal Poupart and Prashant Doshi and George Trimponias}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Dynamic Sum Product Networks for Tractable Inference on Sequence Data}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {345--355}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/melibari16.html}, timestamp = {Tue, 19 Jan 2021 13:09:20 +0100}, biburl = {https://dblp.org/rec/conf/pgm/MelibariPDT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ChandrasekaranE16, author = {Muthukumaran Chandrasekaran and Adam Eck and Prashant Doshi and Leenkiat Soh}, editor = {Alexander Ihler and Dominik Janzing}, title = {Individual Planning in Open and Typed Agent Systems}, booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}}, publisher = {{AUAI} Press}, year = {2016}, url = {http://auai.org/uai2016/proceedings/papers/286.pdf}, timestamp = {Mon, 05 Dec 2022 15:54:38 +0100}, biburl = {https://dblp.org/rec/conf/uai/ChandrasekaranE16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aamas/SonuD15, author = {Ekhlas Sonu and Prashant Doshi}, title = {Scalable solutions of interactive POMDPs using generalized and bounded policy iteration}, journal = {Auton. Agents Multi Agent Syst.}, volume = {29}, number = {3}, pages = {455--494}, year = {2015}, url = {https://doi.org/10.1007/s10458-014-9261-5}, doi = {10.1007/S10458-014-9261-5}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aamas/SonuD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/biomedsem/AsiaeeMDT15, author = {Amir H. Asiaee and Todd Minning and Prashant Doshi and Rick L. Tarleton}, title = {A framework for ontology-based question answering with application to parasite immunology}, journal = {J. Biomed. Semant.}, volume = {6}, pages = {31}, year = {2015}, url = {https://doi.org/10.1186/s13326-015-0029-x}, doi = {10.1186/S13326-015-0029-X}, timestamp = {Thu, 13 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/biomedsem/AsiaeeMDT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ce/KimKYHDT15, author = {ChanMin Kim and Dongho Kim and Jiangmei Yuan and Roger B. Hill and Prashant Doshi and Chi N. Thai}, title = {Robotics to promote elementary education pre-service teachers' {STEM} engagement, learning, and teaching}, journal = {Comput. Educ.}, volume = {91}, pages = {14--31}, year = {2015}, url = {https://doi.org/10.1016/j.compedu.2015.08.005}, doi = {10.1016/J.COMPEDU.2015.08.005}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ce/KimKYHDT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aips/SonuCD15, author = {Ekhlas Sonu and Yingke Chen and Prashant Doshi}, editor = {Ronen I. Brafman and Carmel Domshlak and Patrik Haslum and Shlomo Zilberstein}, title = {Individual Planning in Agent Populations: Exploiting Anonymity and Frame-Action Hypergraphs}, booktitle = {Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, {ICAPS} 2015, Jerusalem, Israel, June 7-11, 2015}, pages = {202--210}, publisher = {{AAAI} Press}, year = {2015}, url = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS15/paper/view/10601}, timestamp = {Tue, 26 May 2015 21:03:02 +0200}, biburl = {https://dblp.org/rec/conf/aips/SonuCD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/ChenDZ15, author = {Yingke Chen and Prashant Doshi and Yifeng Zeng}, editor = {Gerhard Weiss and Pinar Yolum and Rafael H. Bordini and Edith Elkind}, title = {Iterative Online Planning in Multiagent Settings with Limited Model Spaces and {PAC} Guarantees}, booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015}, pages = {1161--1169}, publisher = {{ACM}}, year = {2015}, url = {http://dl.acm.org/citation.cfm?id=2773298}, timestamp = {Tue, 08 Mar 2022 10:12:47 +0100}, biburl = {https://dblp.org/rec/conf/atal/ChenDZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/BogertD15, author = {Kenneth D. Bogert and Prashant Doshi}, editor = {Gerhard Weiss and Pinar Yolum and Rafael H. Bordini and Edith Elkind}, title = {Multi-Robot Inverse Reinforcement Learning Under Occlusion with State Transition Estimation}, booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015}, pages = {1837--1838}, publisher = {{ACM}}, year = {2015}, url = {http://dl.acm.org/citation.cfm?id=2773462}, timestamp = {Sat, 16 May 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/BogertD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/QuD15, author = {Xia Qu and Prashant Doshi}, editor = {Gerhard Weiss and Pinar Yolum and Rafael H. Bordini and Edith Elkind}, title = {Improved Planning for Infinite-Horizon Interactive POMDPs using Probabilistic Inference (Extended Abstract)}, booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015}, pages = {1839--1840}, publisher = {{ACM}}, year = {2015}, url = {http://dl.acm.org/citation.cfm?id=2773463}, timestamp = {Fri, 15 May 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/QuD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/BogertSD15, author = {Kenneth D. Bogert and Sina Solaimanpour and Prashant Doshi}, editor = {Gerhard Weiss and Pinar Yolum and Rafael H. Bordini and Edith Elkind}, title = {Aerial Robotic Simulations for Evaluation of Multi-Agent Planning in GaTAC}, booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015}, pages = {1919--1920}, publisher = {{ACM}}, year = {2015}, url = {http://dl.acm.org/citation.cfm?id=2773504}, timestamp = {Fri, 15 May 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/BogertSD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icaart/AdoeCD15, author = {Fadel Adoe and Yingke Chen and Prashant Doshi}, editor = {St{\'{e}}phane Loiseau and Joaquim Filipe and B{\'{e}}atrice Duval and H. Jaap van den Herik}, title = {Fast Solving of Influence Diagrams for Multiagent Planning on GPU-enabled Architectures}, booktitle = {{ICAART} 2015 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 2, Lisbon, Portugal, 10-12 January, 2015}, pages = {183--195}, publisher = {SciTePress}, year = {2015}, timestamp = {Tue, 15 Sep 2015 09:53:57 +0200}, biburl = {https://dblp.org/rec/conf/icaart/AdoeCD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icaart/AdoeCD15a, author = {Fadel Adoe and Yingke Chen and Prashant Doshi}, editor = {B{\'{e}}atrice Duval and H. Jaap van den Herik and St{\'{e}}phane Loiseau and Joaquim Filipe}, title = {Speeding up Planning in Multiagent Settings Using {CPU-GPU} Architectures}, booktitle = {Agents and Artificial Intelligence - 7th International Conference, {ICAART} 2015, Lisbon, Portugal, January 10-12, 2015, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {9494}, pages = {262--283}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-27947-3\_14}, doi = {10.1007/978-3-319-27947-3\_14}, timestamp = {Tue, 16 Aug 2022 23:04:29 +0200}, biburl = {https://dblp.org/rec/conf/icaart/AdoeCD15a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/BogertD15, author = {Kenneth D. Bogert and Prashant Doshi}, editor = {Qiang Yang and Michael J. Wooldridge}, title = {Toward Estimating Others' Transition Models Under Occlusion for Multi-Robot {IRL}}, booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July 25-31, 2015}, pages = {1867--1873}, publisher = {{AAAI} Press}, year = {2015}, url = {http://ijcai.org/Abstract/15/265}, timestamp = {Tue, 20 Aug 2019 16:16:43 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/BogertD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/MaratheD15, author = {Kedar Marathe and Prashant Doshi}, title = {Localization and tracking under extreme and persistent sensory occlusion}, booktitle = {2015 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2015, Hamburg, Germany, September 28 - October 2, 2015}, pages = {2550--2555}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/IROS.2015.7353724}, doi = {10.1109/IROS.2015.7353724}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/iros/MaratheD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/QuD15, author = {Xia Qu and Prashant Doshi}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Individual Planning in Infinite-Horizon Multiagent Settings: Inference, Structure and Scalability}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {478--486}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/9de6d14fff9806d4bcd1ef555be766cd-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/QuD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SonuCD15, author = {Ekhlas Sonu and Yingke Chen and Prashant Doshi}, title = {Individual Planning in Agent Populations: Exploiting Anonymity and Frame-Action Hypergraphs}, journal = {CoRR}, volume = {abs/1503.07220}, year = {2015}, url = {http://arxiv.org/abs/1503.07220}, eprinttype = {arXiv}, eprint = {1503.07220}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SonuCD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MelibariPD15, author = {Mazen Melibari and Pascal Poupart and Prashant Doshi}, title = {Dynamic Sum Product Networks for Tractable Inference on Sequence Data}, journal = {CoRR}, volume = {abs/1511.04412}, year = {2015}, url = {http://arxiv.org/abs/1511.04412}, eprinttype = {arXiv}, eprint = {1511.04412}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MelibariPD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/ThayasivamD14, author = {Uthayasanker Thayasivam and Prashant Doshi}, title = {Speeding Up Iterative Ontology Alignment using Block-Coordinate Descent}, journal = {J. Artif. Intell. Res.}, volume = {50}, pages = {805--845}, year = {2014}, url = {https://doi.org/10.1613/jair.4366}, doi = {10.1613/JAIR.4366}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/ThayasivamD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/BogertD14, author = {Kenneth D. Bogert and Prashant Doshi}, editor = {Ana L. C. Bazzan and Michael N. Huhns and Alessio Lomuscio and Paul Scerri}, title = {Multi-robot inverse reinforcement learning under occlusion with interactions}, booktitle = {International conference on Autonomous Agents and Multi-Agent Systems, {AAMAS} '14, Paris, France, May 5-9, 2014}, pages = {173--180}, publisher = {{IFAAMAS/ACM}}, year = {2014}, url = {http://dl.acm.org/citation.cfm?id=2615762}, timestamp = {Fri, 15 May 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/BogertD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/ChandrasekaranDZC14, author = {Muthukumaran Chandrasekaran and Prashant Doshi and Yifeng Zeng and Yingke Chen}, editor = {Ana L. C. Bazzan and Michael N. Huhns and Alessio Lomuscio and Paul Scerri}, title = {Team behavior in interactive dynamic influence diagrams with applications to ad hoc teams}, booktitle = {International conference on Autonomous Agents and Multi-Agent Systems, {AAMAS} '14, Paris, France, May 5-9, 2014}, pages = {1559--1560}, publisher = {{IFAAMAS/ACM}}, year = {2014}, url = {http://dl.acm.org/citation.cfm?id=2616061}, timestamp = {Thu, 25 Sep 2014 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/ChandrasekaranDZC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cogsci/KimDTKY14, author = {ChanMin Kim and Prashant Doshi and Chi N. Thai and Dongho Kim and Jiangmei Yuan}, editor = {Paul Bello and Marcello Guarini and Marjorie McShane and Brian Scassellati}, title = {A Portal Designed to Learn about Educational Robotics}, booktitle = {Proceedings of the 36th Annual Meeting of the Cognitive Science Society, CogSci 2014, Quebec City, Canada, July 23-26, 2014}, publisher = {cognitivesciencesociety.org}, year = {2014}, url = {https://mindmodeling.org/cogsci2014/papers/647/}, timestamp = {Wed, 17 Apr 2024 12:43:58 +0200}, biburl = {https://dblp.org/rec/conf/cogsci/KimDTKY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isaim/QuD14, author = {Xia Qu and Prashant Doshi}, title = {Behavioral Modeling of Sequential Bargaining Games: Fairness and Limited Backward Induction}, booktitle = {International Symposium on Artificial Intelligence and Mathematics, {ISAIM} 2014, Fort Lauderdale, FL, USA, January 6-8, 2014}, year = {2014}, url = {http://www.cs.uic.edu/pub/Isaim2014/WebPreferences/ISAIM2014\_Qu\_Doshi.pdf}, timestamp = {Wed, 20 Mar 2024 17:48:47 +0100}, biburl = {https://dblp.org/rec/conf/isaim/QuD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DoshiG14, author = {Prashant Doshi and Piotr J. Gmytrasiewicz}, title = {Monte Carlo Sampling Methods for Approximating Interactive POMDPs}, journal = {CoRR}, volume = {abs/1401.3455}, year = {2014}, url = {http://arxiv.org/abs/1401.3455}, eprinttype = {arXiv}, eprint = {1401.3455}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DoshiG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZengD14, author = {Yifeng Zeng and Prashant Doshi}, title = {Exploiting Model Equivalences for Solving Interactive Dynamic Influence Diagrams}, journal = {CoRR}, volume = {abs/1401.4600}, year = {2014}, url = {http://arxiv.org/abs/1401.4600}, eprinttype = {arXiv}, eprint = {1401.4600}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZengD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChandrasekaranDZC14, author = {Muthukumaran Chandrasekaran and Prashant Doshi and Yifeng Zeng and Yingke Chen}, title = {Team Behavior in Interactive Dynamic Influence Diagrams with Applications to Ad Hoc Teams}, journal = {CoRR}, volume = {abs/1409.0302}, year = {2014}, url = {http://arxiv.org/abs/1409.0302}, eprinttype = {arXiv}, eprint = {1409.0302}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChandrasekaranDZC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dils/AsiaeeDMSPST13, author = {Amir H. Asiaee and Prashant Doshi and Todd Minning and Satya Sanket Sahoo and Priti Parikh and Amit P. Sheth and Rick L. Tarleton}, editor = {Christopher J. O. Baker and Greg Butler and Igor Jurisica}, title = {From Questions to Effective Answers: On the Utility of Knowledge-Driven Querying Systems for Life Sciences Data}, booktitle = {Data Integration in the Life Sciences - 9th International Conference, {DILS} 2013, Montreal, QC, Canada, July 11-12, 2013. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7970}, pages = {38--45}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-39437-9\_3}, doi = {10.1007/978-3-642-39437-9\_3}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dils/AsiaeeDMSPST13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/SonuD13, author = {Ekhlas Sonu and Prashant Doshi}, editor = {Francesca Rossi}, title = {Bimodal Switching for Online Planning in Multiagent Settings}, booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013}, pages = {360--366}, publisher = {{IJCAI/AAAI}}, year = {2013}, url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6821}, timestamp = {Tue, 23 Jan 2024 13:25:46 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/SonuD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/semco/ThayasivamD13, author = {Uthayasanker Thayasivam and Prashant Doshi}, title = {Speeding Up Batch Alignment of Large Ontologies Using MapReduce}, booktitle = {2013 {IEEE} Seventh International Conference on Semantic Computing, Irvine, CA, USA, September 16-18, 2013}, pages = {110--113}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICSC.2013.28}, doi = {10.1109/ICSC.2013.28}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/semco/ThayasivamD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/CerenDMGH13, author = {Roi Ceren and Prashant Doshi and Matthew Meisel and Adam Goodie and Dan Hall}, title = {On Modeling Human Learning in Sequential Games with Delayed Reinforcements}, booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics, Manchester, {SMC} 2013, United Kingdom, October 13-16, 2013}, pages = {3108--3113}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/SMC.2013.530}, doi = {10.1109/SMC.2013.530}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/smc/CerenDMGH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/webi/ChaudhariTD13, author = {Tejas Chaudhari and Uthayasanker Thayasivam and Prashant Doshi}, title = {Canonical Forms and Similarity of Complex Concepts for Improved Ontology Alignment}, booktitle = {2013 {IEEE/WIC/ACM} International Conferences on Web Intelligence, {WI} 2013, Atlanta, GA, USA, November 17-20, 2013}, pages = {193--198}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/WI-IAT.2013.29}, doi = {10.1109/WI-IAT.2013.29}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/webi/ChaudhariTD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/AgmonAAABDGGGJKKLLMMMOOOPPRRTSSSSSSUW12, author = {Noa Agmon and Vikas Agrawal and David W. Aha and Yiannis Aloimonos and Donagh Buckley and Prashant Doshi and Christopher W. Geib and Floriana Grasso and Nancy L. Green and Benjamin Johnston and Burt Kaliski and Christopher Kiekintveld and Edith Law and Henry Lieberman and Ole J. Mengshoel and Ted Metzler and Joseph Modayil and Douglas W. Oard and Nilufer Onder and Barry O'Sullivan and Katerina Pastra and Doina Precup and Sowmya Ramachandran and Chris Reed and Sanem Sariel Talay and Ted Selker and Lokendra Shastri and Stephen F. Smith and Satinder Singh and Siddharth Srivastava and Gita Sukthankar and David C. Uthus and Mary{-}Anne Williams}, title = {Reports of the {AAAI} 2011 Conference Workshops}, journal = {{AI} Mag.}, volume = {33}, number = {1}, pages = {57--70}, year = {2012}, url = {https://doi.org/10.1609/aimag.v33i1.2390}, doi = {10.1609/AIMAG.V33I1.2390}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/AgmonAAABDGGGJKKLLMMMOOOPPRRTSSSSSSUW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/Doshi12, author = {Prashant Doshi}, title = {Decision Making in Complex Multiagent Contexts: {A} Tale of Two Frameworks}, journal = {{AI} Mag.}, volume = {33}, number = {4}, pages = {82--95}, year = {2012}, url = {https://doi.org/10.1609/aimag.v33i4.2402}, doi = {10.1609/AIMAG.V33I4.2402}, timestamp = {Tue, 25 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/Doshi12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/ZengD12, author = {Yifeng Zeng and Prashant Doshi}, title = {Exploiting Model Equivalences for Solving Interactive Dynamic Influence Diagrams}, journal = {J. Artif. Intell. Res.}, volume = {43}, pages = {211--255}, year = {2012}, url = {https://doi.org/10.1613/jair.3461}, doi = {10.1613/JAIR.3461}, timestamp = {Mon, 21 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/ZengD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/DoshiQGY12, author = {Prashant Doshi and Xia Qu and Adam Goodie and Diana L. Young}, title = {Modeling Human Recursive Reasoning Using Empirically Informed Interactive Partially Observable Markov Decision Processes}, journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}}, volume = {42}, number = {6}, pages = {1529--1542}, year = {2012}, url = {https://doi.org/10.1109/TSMCA.2012.2199484}, doi = {10.1109/TSMCA.2012.2199484}, timestamp = {Mon, 25 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/DoshiQGY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ThayasivamD12, author = {Uthayasanker Thayasivam and Prashant Doshi}, editor = {J{\"{o}}rg Hoffmann and Bart Selman}, title = {Improved Convergence of Iterative Ontology Alignment using Block-Coordinate Descent}, booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada}, pages = {150--156}, publisher = {{AAAI} Press}, year = {2012}, url = {https://doi.org/10.1609/aaai.v26i1.8104}, doi = {10.1609/AAAI.V26I1.8104}, timestamp = {Mon, 04 Sep 2023 15:56:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ThayasivamD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aamas/SonuD12, author = {Ekhlas Sonu and Prashant Doshi}, editor = {Wiebe van der Hoek and Lin Padgham and Vincent Conitzer and Michael Winikoff}, title = {Generalized and bounded policy iteration for finitely-nested interactive POMDPs: scaling up}, booktitle = {International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)}, pages = {1039--1048}, publisher = {{IFAAMAS}}, year = {2012}, url = {http://dl.acm.org/citation.cfm?id=2343845}, timestamp = {Thu, 19 Mar 2015 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aamas/SonuD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aamas/QuDG12, author = {Xia Qu and Prashant Doshi and Adam Goodie}, editor = {Wiebe van der Hoek and Lin Padgham and Vincent Conitzer and Michael Winikoff}, title = {Modeling deep strategic reasoning by humans in competitive games}, booktitle = {International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)}, pages = {1243--1244}, publisher = {{IFAAMAS}}, year = {2012}, url = {http://dl.acm.org/citation.cfm?id=2343943}, timestamp = {Thu, 19 Mar 2015 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aamas/QuDG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aamas/SonuD12a, author = {Ekhlas Sonu and Prashant Doshi}, editor = {Wiebe van der Hoek and Lin Padgham and Vincent Conitzer and Michael Winikoff}, title = {GaTAC: a scalable and realistic testbed for multiagent decision making (demonstration)}, booktitle = {International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)}, pages = {1507--1508}, publisher = {{IFAAMAS}}, year = {2012}, url = {http://dl.acm.org/citation.cfm?id=2344084}, timestamp = {Thu, 19 Mar 2015 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aamas/SonuD12a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/ZengMDPL12, author = {Yifeng Zeng and Hua Mao and Prashant Doshi and Yinghui Pan and Jian Luo}, title = {Learning Communication in Interactive Dynamic Influence Diagrams}, booktitle = {2012 {IEEE/WIC/ACM} International Conferences on Intelligent Agent Technology, {IAT} 2012, Macau, China, December 4-7, 2012}, pages = {243--250}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/WI-IAT.2012.180}, doi = {10.1109/WI-IAT.2012.180}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/ZengMDPL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isaim/QuDG12, author = {Xia Qu and Prashant Doshi and Adam Goodie}, title = {Modeling Deep Strategic Reasoning by Humans in Competitive Games}, booktitle = {International Symposium on Artificial Intelligence and Mathematics, {ISAIM} 2012, Fort Lauderdale, Florida, USA, January 9-11, 2012}, year = {2012}, url = {http://www.cs.uic.edu/pub/Isaim2012/WebPreferences/ISAIM2012\_Qu\_etal.pdf}, timestamp = {Wed, 20 Mar 2024 17:48:48 +0100}, biburl = {https://dblp.org/rec/conf/isaim/QuDG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isaim/SonuD12, author = {Ekhlas Sonu and Prashant Doshi}, title = {Generalized and Bounded Policy Iteration for Interactive POMDPs}, booktitle = {International Symposium on Artificial Intelligence and Mathematics, {ISAIM} 2012, Fort Lauderdale, Florida, USA, January 9-11, 2012}, year = {2012}, url = {http://www.cs.uic.edu/pub/Isaim2012/WebPreferences/ISAIM2012\_Sonu\_etal.pdf}, timestamp = {Wed, 20 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isaim/SonuD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/semweb/ThayasivamCD12, author = {Uthayasanker Thayasivam and Tejas Chaudhari and Prashant Doshi}, editor = {Pavel Shvaiko and J{\'{e}}r{\^{o}}me Euzenat and Anastasios Kementsietsidis and Ming Mao and Natasha Fridman Noy and Heiner Stuckenschmidt}, title = {Optima+ results for {OAEI} 2012}, booktitle = {Proceedings of the 7th International Workshop on Ontology Matching, Boston, MA, USA, November 11, 2012}, series = {{CEUR} Workshop Proceedings}, volume = {946}, publisher = {CEUR-WS.org}, year = {2012}, url = {https://ceur-ws.org/Vol-946/oaei12\_paper10.pdf}, timestamp = {Fri, 10 Mar 2023 16:23:08 +0100}, biburl = {https://dblp.org/rec/conf/semweb/ThayasivamCD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1210-0595, author = {Amir H. Asiaee and Prashant Doshi and Todd Minning and Satya Sanket Sahoo and Priti Parikh and Amit P. Sheth and Rick L. Tarleton}, title = {From Questions to Effective Answers: On the Utility of Knowledge-Driven Querying Systems for Life Sciences Data}, journal = {CoRR}, volume = {abs/1210.0595}, year = {2012}, url = {http://arxiv.org/abs/1210.0595}, eprinttype = {arXiv}, eprint = {1210.0595}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1210-0595.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZengDPMCL11, author = {Yifeng Zeng and Prashant Doshi and Yinghui Pan and Hua Mao and Muthukumaran Chandrasekaran and Jian Luo}, editor = {Wolfram Burgard and Dan Roth}, title = {Utilizing Partial Policies for Identifying Equivalence of Behavioral Models}, booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2011, San Francisco, California, USA, August 7-11, 2011}, pages = {1083--1088}, publisher = {{AAAI} Press}, year = {2011}, url = {https://doi.org/10.1609/aaai.v25i1.8017}, doi = {10.1609/AAAI.V25I1.8017}, timestamp = {Mon, 04 Sep 2023 16:05:54 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZengDPMCL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/MesbahD11, author = {Anousha Mesbah and Prashant Doshi}, editor = {Francien Dechesne and Hiromitsu Hattori and Adriaan ter Mors and Jose M. Such and Danny Weyns and Frank Dignum}, title = {Individual Localization and Tracking in Multi-robot Settings with Dynamic Landmarks - (Extended Abstract)}, booktitle = {Advanced Agent Technology - {AAMAS} 2011 Workshops, AMPLE, AOSE, ARMS, DOCM3AS, ITMAS, Taipei, Taiwan, May 2-6, 2011. Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7068}, pages = {277--280}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-27216-5\_19}, doi = {10.1007/978-3-642-27216-5\_19}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/atal/MesbahD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/ZengCD11, author = {Yifeng Zeng and Yingke Chen and Prashant Doshi}, editor = {Liz Sonenberg and Peter Stone and Kagan Tumer and Pinar Yolum}, title = {Approximating behavioral equivalence of models using top-k policy paths}, booktitle = {10th International Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3}, pages = {1229--1230}, publisher = {{IFAAMAS}}, year = {2011}, url = {http://portal.acm.org/citation.cfm?id=2034500\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625}, timestamp = {Fri, 18 Nov 2011 09:09:28 +0100}, biburl = {https://dblp.org/rec/conf/atal/ZengCD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/SonuD11, author = {Ekhlas Sonu and Prashant Doshi}, editor = {Liz Sonenberg and Peter Stone and Kagan Tumer and Pinar Yolum}, title = {Identifying and exploiting weak-information inducing actions in solving POMDPs}, booktitle = {10th International Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3}, pages = {1259--1260}, publisher = {{IFAAMAS}}, year = {2011}, url = {http://portal.acm.org/citation.cfm?id=2034515\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625}, timestamp = {Fri, 18 Nov 2011 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/SonuD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/ZengCD11, author = {Yifeng Zeng and Yingke Chen and Prashant Doshi}, editor = {Olivier Boissier and Jeffrey Bradshaw and Longbing Cao and Klaus Fischer and Mohand{-}Said Hacid}, title = {Approximating Model Equivalence in Interactive Dynamic Influence Diagrams Using Top {K} Policy Paths}, booktitle = {Proceedings of the 2011 {IEEE/WIC/ACM} International Conference on Intelligent Agent Technology, {IAT} 2011, Campus Scientifique de la Doua, Lyon, France, August 22-27, 2011}, pages = {208--211}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/WI-IAT.2011.79}, doi = {10.1109/WI-IAT.2011.79}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/ZengCD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/semco/ThayasivamD11, author = {Uthayasanker Thayasivam and Prashant Doshi}, title = {On the Utility of WordNet for Ontology Alignment: Is it Really Worth it?}, booktitle = {Proceedings of the 5th {IEEE} International Conference on Semantic Computing {(ICSC} 2011), Palo Alto, CA, USA, September 18-21, 2011}, pages = {267--274}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICSC.2011.28}, doi = {10.1109/ICSC.2011.28}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/semco/ThayasivamD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/semweb/ThayasivamD11, author = {Uthayasanker Thayasivam and Prashant Doshi}, editor = {Pavel Shvaiko and J{\'{e}}r{\^{o}}me Euzenat and Tom Heath and Christoph Quix and Ming Mao and Isabel F. Cruz}, title = {Optima results for {OAEI} 2011}, booktitle = {Proceedings of the 6th International Workshop on Ontology Matching, Bonn, Germany, October 24, 2011}, series = {{CEUR} Workshop Proceedings}, volume = {814}, publisher = {CEUR-WS.org}, year = {2011}, url = {https://ceur-ws.org/Vol-814/oaei11\_paper14.pdf}, timestamp = {Fri, 10 Mar 2023 16:23:04 +0100}, biburl = {https://dblp.org/rec/conf/semweb/ThayasivamD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1109-2135, author = {Prashant Doshi and Piotr J. Gmytrasiewicz}, title = {A Framework for Sequential Planning in Multi-Agent Settings}, journal = {CoRR}, volume = {abs/1109.2135}, year = {2011}, url = {http://arxiv.org/abs/1109.2135}, eprinttype = {arXiv}, eprint = {1109.2135}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1109-2135.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/AhaBBGDEGGGHIJKKKLMMNPRRRRSSSTMHMN10, author = {David W. Aha and Mark S. Boddy and Vadim Bulitko and Artur S. d'Avila Garcez and Prashant Doshi and Stefan Edelkamp and Christopher W. Geib and Piotr J. Gmytrasiewicz and Robert P. Goldman and Pascal Hitzler and Charles L. Isbell Jr. and Darsana P. Josyula and Leslie Pack Kaelbling and Kristian Kersting and Maithilee Kunda and Lu{\'{\i}}s C. Lamb and Bhaskara Marthi and Keith McGreggor and Vivi Nastase and Gregory M. Provan and Anita Raja and Ashwin Ram and Mark O. Riedl and Stuart Russell and Ashish Sabharwal and Jan{-}Georg Smaus and Gita Sukthankar and Karl Tuyls and Ron van der Meyden and Alon Y. Halevy and Lilyana Mihalkova and Sriraam Natarajan}, title = {Reports of the {AAAI} 2010 Conference Workshops}, journal = {{AI} Mag.}, volume = {31}, number = {4}, pages = {95--108}, year = {2010}, url = {https://doi.org/10.1609/aimag.v31i4.2318}, doi = {10.1609/AIMAG.V31I4.2318}, timestamp = {Thu, 07 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aim/AhaBBGDEGGGHIJKKKLMMNPRRRRSSSTMHMN10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/wias/ZengD10, author = {Yifeng Zeng and Prashant Doshi}, title = {Model identification in interactive influence diagrams using mutual information}, journal = {Web Intell. Agent Syst.}, volume = {8}, number = {3}, pages = {313--327}, year = {2010}, url = {https://doi.org/10.3233/WIA-2010-0194}, doi = {10.3233/WIA-2010-0194}, timestamp = {Thu, 21 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/wias/ZengD10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/DoshiQGY10, author = {Prashant Doshi and Xia Qu and Adam Goodie and Diana L. Young}, editor = {Wiebe van der Hoek and Gal A. Kaminka and Yves Lesp{\'{e}}rance and Michael Luck and Sandip Sen}, title = {Modeling recursive reasoning by humans using empirically informed interactive POMDPs}, booktitle = {9th International Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2010), Toronto, Canada, May 10-14, 2010, Volume 1-3}, pages = {1223--1230}, publisher = {{IFAAMAS}}, year = {2010}, url = {https://dl.acm.org/citation.cfm?id=1838365}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/DoshiQGY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/DoshiCZ10, author = {Prashant Doshi and Muthukumaran Chandrasekaran and Yifeng Zeng}, editor = {Jimmy Xiangji Huang and Ali A. Ghorbani and Mohand{-}Said Hacid and Takahira Yamaguchi}, title = {Epsilon-Subjective Equivalence of Models for Interactive Dynamic Influence Diagrams}, booktitle = {Proceedings of the 2010 {IEEE/WIC/ACM} International Conference on Intelligent Agent Technology, {IAT} 2010, Toronto, Canada, August 31 - September 3, 2010}, pages = {165--172}, publisher = {{IEEE} Computer Society Press}, year = {2010}, url = {https://doi.org/10.1109/WI-IAT.2010.74}, doi = {10.1109/WI-IAT.2010.74}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/DoshiCZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icsoc/HarneyD10, author = {John Harney and Prashant Doshi}, editor = {Paul P. Maglio and Mathias Weske and Jian Yang and Marcelo Fantinato}, title = {Risk Sensitive Value of Changed Information for Selective Querying of Web Services}, booktitle = {Service-Oriented Computing - 8th International Conference, {ICSOC} 2010, San Francisco, CA, USA, December 7-10, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6470}, pages = {77--91}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-17358-5\_6}, doi = {10.1007/978-3-642-17358-5\_6}, timestamp = {Tue, 14 May 2019 10:00:36 +0200}, biburl = {https://dblp.org/rec/conf/icsoc/HarneyD10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isaim/ChandrasekaranDZ10, author = {Muthukumaran Chandrasekaran and Prashant Doshi and Yifeng Zeng}, title = {Approximate solutions of interactive dynamic influence diagrams using {\(\epsilon\)}-behavioral equivalence}, booktitle = {International Symposium on Artificial Intelligence and Mathematics, {ISAIM} 2010, Fort Lauderdale, Florida, USA, January 6-8, 2010}, year = {2010}, url = {http://gauss.ececs.uc.edu/Workshops/isaim2010/papers/muthukumaran.pdf}, timestamp = {Wed, 20 Mar 2024 17:48:50 +0100}, biburl = {https://dblp.org/rec/conf/isaim/ChandrasekaranDZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aamas/DoshiZC09, author = {Prashant Doshi and Yifeng Zeng and Qiongyu Chen}, title = {Graphical models for interactive POMDPs: representations and solutions}, journal = {Auton. Agents Multi Agent Syst.}, volume = {18}, number = {3}, pages = {376--416}, year = {2009}, url = {https://doi.org/10.1007/s10458-008-9064-7}, doi = {10.1007/S10458-008-9064-7}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aamas/DoshiZC09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/DoshiG09, author = {Prashant Doshi and Piotr J. Gmytrasiewicz}, title = {Monte Carlo Sampling Methods for Approximating Interactive POMDPs}, journal = {J. Artif. Intell. Res.}, volume = {34}, pages = {297--337}, year = {2009}, url = {https://doi.org/10.1613/jair.2630}, doi = {10.1613/JAIR.2630}, timestamp = {Mon, 21 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/DoshiG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/soca/ZhaoD09, author = {Haibo Zhao and Prashant Doshi}, title = {A hierarchical framework for logical composition of web services}, journal = {Serv. Oriented Comput. Appl.}, volume = {3}, number = {4}, pages = {285--306}, year = {2009}, url = {https://doi.org/10.1007/s11761-009-0052-9}, doi = {10.1007/S11761-009-0052-9}, timestamp = {Thu, 06 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/soca/ZhaoD09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ws/DoshiKT09, author = {Prashant Doshi and Ravikanth Kolli and Christopher Thomas}, title = {Inexact matching of ontology graphs using expectation-maximization}, journal = {J. Web Semant.}, volume = {7}, number = {2}, pages = {90--106}, year = {2009}, url = {https://doi.org/10.1016/j.websem.2008.12.001}, doi = {10.1016/J.WEBSEM.2008.12.001}, timestamp = {Tue, 29 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ws/DoshiKT09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaaiss/ParadesiD09, author = {Sharon Paradesi and Prashant Doshi}, title = {Toward Integrating Social Trust into Web Service Compositions}, booktitle = {Social Semantic Web: Where Web 2.0 Meets Web 3.0, Papers from the 2009 {AAAI} Spring Symposium, Technical Report SS-09-08, Stanford, California, USA, March 23-25, 2009}, pages = {65--66}, publisher = {{AAAI}}, year = {2009}, url = {http://www.aaai.org/Library/Symposia/Spring/2009/ss09-08-015.php}, timestamp = {Fri, 17 Feb 2012 13:48:11 +0100}, biburl = {https://dblp.org/rec/conf/aaaiss/ParadesiD09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/DoshiZ09, author = {Prashant Doshi and Yifeng Zeng}, editor = {Carles Sierra and Cristiano Castelfranchi and Keith S. Decker and Jaime Sim{\~{a}}o Sichman}, title = {Improved approximation of interactive dynamic influence diagrams using discriminative model updates}, booktitle = {8th International Joint Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2009), Budapest, Hungary, May 10-15, 2009, Volume 2}, pages = {907--914}, publisher = {{IFAAMAS}}, year = {2009}, url = {https://dl.acm.org/citation.cfm?id=1558138}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/DoshiZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/Doshi09, author = {Prashant Doshi}, editor = {Carles Sierra and Cristiano Castelfranchi and Keith S. Decker and Jaime Sim{\~{a}}o Sichman}, title = {Compact approximations of mixture distributions for state estimation in multiagent settings}, booktitle = {8th International Joint Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2009), Budapest, Hungary, May 10-15, 2009, Volume 2}, pages = {1207--1208}, publisher = {{IFAAMAS}}, year = {2009}, url = {https://dl.acm.org/citation.cfm?id=1558215}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/Doshi09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icws/HarneyD09, author = {John Harney and Prashant Doshi}, title = {Selective Querying for Adapting Hierarchical Web Service Compositions Using Aggregate Volatility}, booktitle = {{IEEE} International Conference on Web Services, {ICWS} 2009, Los Angeles, CA, USA, 6-10 July 2009}, pages = {43--50}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICWS.2009.112}, doi = {10.1109/ICWS.2009.112}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icws/HarneyD09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icws/ZhaoD09, author = {Haibo Zhao and Prashant Doshi}, title = {Towards Automated RESTful Web Service Composition}, booktitle = {{IEEE} International Conference on Web Services, {ICWS} 2009, Los Angeles, CA, USA, 6-10 July 2009}, pages = {189--196}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICWS.2009.111}, doi = {10.1109/ICWS.2009.111}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icws/ZhaoD09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icws/ParadesiDS09, author = {Sharon Paradesi and Prashant Doshi and Sonu Swaika}, title = {Integrating Behavioral Trust in Web Service Compositions}, booktitle = {{IEEE} International Conference on Web Services, {ICWS} 2009, Los Angeles, CA, USA, 6-10 July 2009}, pages = {453--460}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICWS.2009.106}, doi = {10.1109/ICWS.2009.106}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icws/ParadesiDS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZengD09, author = {Yifeng Zeng and Prashant Doshi}, editor = {Craig Boutilier}, title = {Speeding Up Exact Solutions of Interactive Dynamic Influence Diagrams Using Action Equivalence}, booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009}, pages = {1996--2001}, year = {2009}, url = {http://ijcai.org/Proceedings/09/Papers/329.pdf}, timestamp = {Tue, 20 Aug 2019 16:16:40 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ZengD09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsc/HarneyD08, author = {John Harney and Prashant Doshi}, title = {Selective Querying for Adapting Web Service Compositions Using the Value of Changed Information}, journal = {{IEEE} Trans. Serv. Comput.}, volume = {1}, number = {3}, pages = {169--185}, year = {2008}, url = {https://doi.org/10.1109/TSC.2008.11}, doi = {10.1109/TSC.2008.11}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsc/HarneyD08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEscc/WuD08, author = {Yunzhou Wu and Prashant Doshi}, title = {Making {BPEL} Flexible - Adapting in the Context of Coordination Constraints Using {WS-BPEL}}, booktitle = {2008 {IEEE} International Conference on Services Computing {(SCC} 2008), 8-11 July 2008, Honolulu, Hawaii, {USA}}, pages = {423--430}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/SCC.2008.71}, doi = {10.1109/SCC.2008.71}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/IEEEscc/WuD08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DoshiP08, author = {Prashant Doshi and Dennis Perez}, editor = {Dieter Fox and Carla P. Gomes}, title = {Generalized Point Based Value Iteration for Interactive POMDPs}, booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008}, pages = {63--68}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AAAI/2008/aaai08-010.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DoshiP08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/ZengD08, author = {Yifeng Zeng and Prashant Doshi}, title = {An Information-Theoretic Approach to Model Identification in Interactive Influence Diagrams}, booktitle = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on Intelligent Agent Technology, Sydney, NSW, Australia, December 9-12, 2008}, pages = {224--230}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/WIIAT.2008.137}, doi = {10.1109/WIIAT.2008.137}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/ZengD08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/DoshiMSYZ08, author = {Prashant Doshi and Toshihiro Matsui and Marius Silaghi and Makoto Yokoo and Markus Zanker}, title = {Distributed Private Constraint Optimization}, booktitle = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on Intelligent Agent Technology, Sydney, NSW, Australia, December 9-12, 2008}, pages = {277--281}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/WIIAT.2008.426}, doi = {10.1109/WIIAT.2008.426}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/DoshiMSYZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icai/ByeonRD08, author = {Boseon Byeon and Khaled Rasheed and Prashant Doshi}, editor = {Hamid R. Arabnia and Youngsong Mun}, title = {Enhancing the Quality of Noisy Training Data Using a Genetic Algorithm and Prototype Selection}, booktitle = {Proceedings of the 2008 International Conference on Artificial Intelligence, {ICAI} 2008, July 14-17, 2008, Las Vegas, Nevada, USA, 2 Volumes (includes the 2008 International Conference on Machine Learning; Models, Technologies and Applications)}, pages = {821--827}, publisher = {{CSREA} Press}, year = {2008}, timestamp = {Fri, 06 Feb 2009 14:10:15 +0100}, biburl = {https://dblp.org/rec/conf/icai/ByeonRD08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isaim/PerezD08, author = {Dennis Perez and Prashant Doshi}, title = {Approximate Solutions of Interactive POMDPs Using Point Based Value Iteration}, booktitle = {International Symposium on Artificial Intelligence and Mathematics, {ISAIM} 2008, Fort Lauderdale, Florida, USA, January 2-4, 2008}, year = {2008}, url = {http://isaim2008.unl.edu/PAPERS/TechnicalProgram/ISAIM2008\_0054\_9b77fc725ff940e50e2efbced78b36b0.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isaim/PerezD08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/semco/KolliD08, author = {Ravikanth Kolli and Prashant Doshi}, title = {{OPTIMA:} Tool for Ontology Alignment with Application to Semantic Reconciliation of Sensor Metadata for Publication in SensorMap}, booktitle = {Proceedings of the 2th {IEEE} International Conference on Semantic Computing {(ICSC} 2008), August 4-7, 2008, Santa Clara, California, {USA}}, pages = {484--485}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICSC.2008.7}, doi = {10.1109/ICSC.2008.7}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/semco/KolliD08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/HarneyD08, author = {John Harney and Prashant Doshi}, editor = {Quan Z. Sheng and Ullas Nambiar and Amit P. Sheth and Biplav Srivastava and Zakaria Maamar and Said Elnaffar}, title = {Speeding up web service composition with volatile external information}, booktitle = {Proceedings of the 2008 International Workshop on Context Enabled Source and Service Selection, Integration and Adaptation: organized with the 17th International World Wide Web Conference {(WWW} 2008), {CSSSIA} 2008, Beijing, China, April 22, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {292}, pages = {4}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1361482.1361486}, doi = {10.1145/1361482.1361486}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/HarneyD08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/WuD08, author = {Yunzhou Wu and Prashant Doshi}, editor = {Jinpeng Huai and Robin Chen and Hsiao{-}Wuen Hon and Yunhao Liu and Wei{-}Ying Ma and Andrew Tomkins and Xiaodong Zhang}, title = {Making {BPEL} flexible: adapting in the context of coordination constraints using {WS-BPEL}}, booktitle = {Proceedings of the 17th International Conference on World Wide Web, {WWW} 2008, Beijing, China, April 21-25, 2008}, pages = {1199--1200}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1367497.1367725}, doi = {10.1145/1367497.1367725}, timestamp = {Tue, 20 Dec 2022 21:20:03 +0100}, biburl = {https://dblp.org/rec/conf/www/WuD08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/HarneyD08a, author = {John Harney and Prashant Doshi}, editor = {Jinpeng Huai and Robin Chen and Hsiao{-}Wuen Hon and Yunhao Liu and Wei{-}Ying Ma and Andrew Tomkins and Xiaodong Zhang}, title = {Speeding up web service composition with volatile information}, booktitle = {Proceedings of the 17th International Conference on World Wide Web, {WWW} 2008, Beijing, China, April 21-25, 2008}, pages = {1201--1202}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1367497.1367726}, doi = {10.1145/1367497.1367726}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/HarneyD08a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEscc/YunzhouD07, author = {Yunzhou Wu and Prashant Doshi}, title = {Regret-Based Decentralized Adaptation ofWeb Processes with Coordination Constraints}, booktitle = {2007 {IEEE} International Conference on Services Computing {(SCC} 2007), 9-13 July 2007, Salt Lake City, Utah, {USA}}, pages = {262--269}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/SCC.2007.92}, doi = {10.1109/SCC.2007.92}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/IEEEscc/YunzhouD07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Doshi07, author = {Prashant Doshi}, title = {Improved State Estimation in Multiagent Settings with Continuous or Large Discrete State Spaces}, booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada}, pages = {712--717}, publisher = {{AAAI} Press}, year = {2007}, url = {http://www.aaai.org/Library/AAAI/2007/aaai07-113.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Doshi07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZengDC07, author = {Yifeng Zeng and Prashant Doshi and Qiongyu Chen}, title = {Approximate Solutions of Interactive Dynamic Influence Diagrams Using Model Clustering}, booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada}, pages = {782--787}, publisher = {{AAAI} Press}, year = {2007}, url = {http://www.aaai.org/Library/AAAI/2007/aaai07-124.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZengDC07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaaiss/DoshiZC07, author = {Prashant Doshi and Yifeng Zeng and Qiongyu Chen}, title = {Graphical Models for Online Solutions to Interactive POMDPs}, booktitle = {Game Theoretic and Decision Theoretic Agents, Papers from the 2007 {AAAI} Spring Symposium, Technical Report SS-07-02, Stanford, California, USA, March 26-28, 2007}, pages = {8--16}, publisher = {{AAAI}}, year = {2007}, url = {http://www.aaai.org/Library/Symposia/Spring/2007/ss07-02-002.php}, timestamp = {Fri, 17 Feb 2012 14:13:31 +0100}, biburl = {https://dblp.org/rec/conf/aaaiss/DoshiZC07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aiprf/Doshi07, author = {Prashant Doshi}, editor = {Dimitris A. Karras and Chunping Li and Zoran Majkic and S. R. Mahadeva Prasanna}, title = {On the Role of Interactive Epistemology in Multiagent Planning}, booktitle = {International Conference on Artificial Intelligence and Pattern Recognition, AIPR-07, Orlando, Florida, USA, July 9-12, 2007}, pages = {208--213}, publisher = {{ISRST}}, year = {2007}, timestamp = {Thu, 07 Feb 2008 15:52:12 +0100}, biburl = {https://dblp.org/rec/conf/aiprf/Doshi07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/Doshi07, author = {Prashant Doshi}, editor = {Edmund H. Durfee and Makoto Yokoo and Michael N. Huhns and Onn Shehory}, title = {Approximate state estimation in multiagent settings with continuous or large discrete state spaces}, booktitle = {6th International Joint Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2007), Honolulu, Hawaii, USA, May 14-18, 2007}, pages = {13}, publisher = {{IFAAMAS}}, year = {2007}, url = {https://doi.org/10.1145/1329125.1329141}, doi = {10.1145/1329125.1329141}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/Doshi07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/DoshiZC07, author = {Prashant Doshi and Yifeng Zeng and Qiongyu Chen}, editor = {Edmund H. Durfee and Makoto Yokoo and Michael N. Huhns and Onn Shehory}, title = {Graphical models for online solutions to interactive POMDPs}, booktitle = {6th International Joint Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2007), Honolulu, Hawaii, USA, May 14-18, 2007}, pages = {217}, publisher = {{IFAAMAS}}, year = {2007}, url = {https://doi.org/10.1145/1329125.1329387}, doi = {10.1145/1329125.1329387}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/DoshiZC07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icws/ZhaoD07, author = {Haibo Zhao and Prashant Doshi}, title = {Haley: {A} Hierarchical Framework for Logical Composition ofWeb Services}, booktitle = {2007 {IEEE} International Conference on Web Services {(ICWS} 2007), July 9-13, 2007, Salt Lake City, Utah, {USA}}, pages = {312--319}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICWS.2007.95}, doi = {10.1109/ICWS.2007.95}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icws/ZhaoD07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icws/ChafleDHMS07, author = {Girish Chafle and Prashant Doshi and John Harney and Sumit Mittal and Biplav Srivastava}, title = {Improved Adaptation of Web Service Compositions Using Value of Changed Information}, booktitle = {2007 {IEEE} International Conference on Web Services {(ICWS} 2007), July 9-13, 2007, Salt Lake City, Utah, {USA}}, pages = {784--791}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICWS.2007.104}, doi = {10.1109/ICWS.2007.104}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icws/ChafleDHMS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/HarneyD07, author = {John Harney and Prashant Doshi}, editor = {Carey L. Williamson and Mary Ellen Zurko and Peter F. Patel{-}Schneider and Prashant J. Shenoy}, title = {Speeding up adaptation of web service compositions using expiration times}, booktitle = {Proceedings of the 16th International Conference on World Wide Web, {WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007}, pages = {1023--1032}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1242572.1242710}, doi = {10.1145/1242572.1242710}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/HarneyD07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/AchtnerAA06, author = {Wolfgang Achtner and Esma A{\"{\i}}meur and Sarabjot Singh Anand and Douglas E. Appelt and Naveen Ashish and Tiffany Barnes and Joseph E. Beck and M. Bernardine Dias and Prashant Doshi and Chris Drummond and William Elazmeh and Ariel Felner and Dayne Freitag and Hector Geffner and Christopher W. Geib and Richard Goodwin and Robert C. Holte and Frank Hutter and Fair Isaac and Nathalie Japkowicz and Gal A. Kaminka and Sven Koenig and Michail G. Lagoudakis and David B. Leake and Lundy Lewis and Hugo Liu and Ted Metzler and Rada Mihalcea and Bamshad Mobasher and Pascal Poupart and David V. Pynadath and Thomas Roth{-}Berghofer and Wheeler Ruml and Stefan Schulz and Sven Schwarz and Stephanie Seneff and Amit P. Sheth and Ron Sun and Michael Thielscher and Afzal Upal and Jason D. Williams and Steve J. Young and Dmitry Zelenko}, title = {Reports on the Twenty-First National Conference on Artificial Intelligence {(AAAI-06)} Workshop Program}, journal = {{AI} Mag.}, volume = {27}, number = {4}, pages = {92--102}, year = {2006}, url = {https://doi.org/10.1609/aimag.v27i4.1912}, doi = {10.1609/AIMAG.V27I4.1912}, timestamp = {Thu, 24 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aim/AchtnerAA06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DoshiG06, author = {Prashant Doshi and Piotr J. Gmytrasiewicz}, title = {On the Difficulty of Achieving Equilibrium in Interactive POMDPs}, booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence and the Eighteenth Innovative Applications of Artificial Intelligence Conference, July 16-20, 2006, Boston, Massachusetts, {USA}}, pages = {1131--1136}, publisher = {{AAAI} Press}, year = {2006}, url = {http://www.aaai.org/Library/AAAI/2006/aaai06-177.php}, timestamp = {Tue, 05 Sep 2023 09:10:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DoshiG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DoshiT06, author = {Prashant Doshi and Christopher Thomas}, title = {Inexact Matching of Ontology Graphs Using Expectation-Maximization}, booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence and the Eighteenth Innovative Applications of Artificial Intelligence Conference, July 16-20, 2006, Boston, Massachusetts, {USA}}, pages = {1277--1282}, publisher = {{AAAI} Press}, year = {2006}, url = {http://www.aaai.org/Library/AAAI/2006/aaai06-200.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DoshiT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/RathnasabapathyDG06, author = {Bharaneedharan Rathnasabapathy and Prashant Doshi and Piotr J. Gmytrasiewicz}, editor = {Hideyuki Nakashima and Michael P. Wellman and Gerhard Weiss and Peter Stone}, title = {Exact solutions of interactive POMDPs using behavioral equivalence}, booktitle = {5th International Joint Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2006), Hakodate, Japan, May 8-12, 2006}, pages = {1025--1032}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1160633.1160816}, doi = {10.1145/1160633.1160816}, timestamp = {Tue, 08 Mar 2022 10:12:47 +0100}, biburl = {https://dblp.org/rec/conf/atal/RathnasabapathyDG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icsoc/ZhaoD06, author = {Haibo Zhao and Prashant Doshi}, editor = {Asit Dan and Winfried Lamersdorf}, title = {A Hierarchical Framework for Composing Nested Web Processes}, booktitle = {Service-Oriented Computing - {ICSOC} 2006, 4th International Conference, Chicago, IL, USA, December 4-7, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4294}, pages = {116--128}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11948148\_10}, doi = {10.1007/11948148\_10}, timestamp = {Tue, 14 May 2019 10:00:36 +0200}, biburl = {https://dblp.org/rec/conf/icsoc/ZhaoD06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icsoc/HarneyD06, author = {John Harney and Prashant Doshi}, editor = {Asit Dan and Winfried Lamersdorf}, title = {Adaptive Web Processes Using Value of Changed Information}, booktitle = {Service-Oriented Computing - {ICSOC} 2006, 4th International Conference, Chicago, IL, USA, December 4-7, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4294}, pages = {179--190}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11948148\_15}, doi = {10.1007/11948148\_15}, timestamp = {Wed, 13 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icsoc/HarneyD06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icws/VermaDGMS06, author = {Kunal Verma and Prashant Doshi and Karthik Gomadam and John A. Miller and Amit P. Sheth}, title = {Optimal Adaptation in Web Processes with Coordination Constraints}, booktitle = {2006 {IEEE} International Conference on Web Services {(ICWS} 2006), 18-22 September 2006, Chicago, Illinois, {USA}}, pages = {257--264}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/ICWS.2006.97}, doi = {10.1109/ICWS.2006.97}, timestamp = {Thu, 11 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icws/VermaDGMS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isaim/DoshiG06, author = {Prashant Doshi and Piotr J. Gmytrasiewicz}, title = {On the Difficulty of Achieving Equilibrium in Interactive POMDPs}, booktitle = {International Symposium on Artificial Intelligence and Mathematics, AI{\&}Math 2006, Fort Lauderdale, Florida, USA, January 4-6, 2006}, year = {2006}, url = {http://anytime.cs.umass.edu/aimath06/proceedings/P54.pdf}, timestamp = {Tue, 08 Feb 2022 09:27:30 +0100}, biburl = {https://dblp.org/rec/conf/isaim/DoshiG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/GmytrasiewiczD05, author = {Piotr J. Gmytrasiewicz and Prashant Doshi}, title = {A Framework for Sequential Planning in Multi-Agent Settings}, journal = {J. Artif. Intell. Res.}, volume = {24}, pages = {49--79}, year = {2005}, url = {https://doi.org/10.1613/jair.1579}, doi = {10.1613/JAIR.1579}, timestamp = {Mon, 21 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/GmytrasiewiczD05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jwsr/DoshiGAV05, author = {Prashant Doshi and Richard Goodwin and Rama Akkiraju and Kunal Verma}, title = {Dynamic Workflow Composition: Using Markov Decision Processes}, journal = {Int. J. Web Serv. Res.}, volume = {2}, number = {1}, pages = {1--17}, year = {2005}, url = {https://doi.org/10.4018/jwsr.2005010101}, doi = {10.4018/JWSR.2005010101}, timestamp = {Thu, 04 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jwsr/DoshiGAV05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DoshiG05, author = {Prashant Doshi and Piotr J. Gmytrasiewicz}, editor = {Manuela M. Veloso and Subbarao Kambhampati}, title = {A Particle Filtering Based Approach to Approximating Interactive POMDPs}, booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence and the Seventeenth Innovative Applications of Artificial Intelligence Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}}, pages = {969--974}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2005}, url = {http://www.aaai.org/Library/AAAI/2005/aaai05-153.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DoshiG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/DoshiG05, author = {Prashant Doshi and Piotr J. Gmytrasiewicz}, editor = {Frank Dignum and Virginia Dignum and Sven Koenig and Sarit Kraus and Munindar P. Singh and Michael J. Wooldridge}, title = {Approximating state estimation in multiagent settings using particle filters}, booktitle = {4th International Joint Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2005), July 25-29, 2005, Utrecht, The Netherlands}, pages = {320--327}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1082473.1082522}, doi = {10.1145/1082473.1082522}, timestamp = {Fri, 26 Apr 2019 14:26:42 +0200}, biburl = {https://dblp.org/rec/conf/atal/DoshiG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Doshi04, author = {Prashant Doshi}, editor = {Deborah L. McGuinness and George Ferguson}, title = {A Framework for Optimal Sequential Planning in Multiagent Settings}, booktitle = {Proceedings of the Nineteenth National Conference on Artificial Intelligence, Sixteenth Conference on Innovative Applications of Artificial Intelligence, July 25-29, 2004, San Jose, California, {USA}}, pages = {985--986}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2004}, url = {http://www.aaai.org/Library/AAAI/2004/aaai04-141.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Doshi04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/GmytrasiewiczD04, author = {Piotr J. Gmytrasiewicz and Prashant Doshi}, title = {Interactive POMDPs: Properties and Preliminary Results}, booktitle = {3rd International Joint Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2004), 19-23 August 2004, New York, NY, {USA}}, pages = {1374--1375}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.ieeecomputersociety.org/10.1109/AAMAS.2004.10165}, doi = {10.1109/AAMAS.2004.10165}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/GmytrasiewiczD04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icws/DoshiGAV04, author = {Prashant Doshi and Richard Goodwin and Rama Akkiraju and Kunal Verma}, title = {Dynamic Workflow Composition using Markov Decision Processes}, booktitle = {Proceedings of the {IEEE} International Conference on Web Services (ICWS'04), June 6-9, 2004, San Diego, California, {USA}}, pages = {576--582}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/ICWS.2004.1314784}, doi = {10.1109/ICWS.2004.1314784}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icws/DoshiGAV04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isaim/GmytrasiewiczD04, author = {Piotr J. Gmytrasiewicz and Prashant Doshi}, title = {A Framework for Sequential Planning in Multi-Agent Settings}, booktitle = {International Symposium on Artificial Intelligence and Mathematics, AI{\&}M 2004, Fort Lauderdale, Florida, USA, January 4-6, 2004}, year = {2004}, url = {http://rutcor.rutgers.edu/\%7Eamai/aimath04/AcceptedPapers/Gmytrasiewicz-aimath04.pdf}, timestamp = {Tue, 08 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isaim/GmytrasiewiczD04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/flairs/DoshiGC03, author = {Prashant Doshi and Lloyd G. Greenwald and John R. Clarke}, editor = {Ingrid Russell and Susan M. Haller}, title = {Using Bayesian Networks for Cleansing Trauma Data}, booktitle = {Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, May 12-14, 2003, St. Augustine, Florida, {USA}}, pages = {72--76}, publisher = {{AAAI} Press}, year = {2003}, url = {http://www.aaai.org/Library/FLAIRS/2003/flairs03-015.php}, timestamp = {Wed, 26 Oct 2022 08:35:31 +0200}, biburl = {https://dblp.org/rec/conf/flairs/DoshiGC03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/AkkirajuGDR03, author = {Rama Akkiraju and Richard Goodwin and Prashant Doshi and Sascha Roeder}, editor = {Subbarao Kambhampati and Craig A. Knoblock}, title = {A Method for Semantically Enhancing the Service Discovery Capabilities of {UDDI}}, booktitle = {Proceedings of {IJCAI-03} Workshop on Information Integration on the Web (IIWeb-03), August 9-10, 2003, Acapulco, Mexico}, pages = {87--92}, year = {2003}, url = {http://www.isi.edu/info-agents/workshops/ijcai03/papers/Akkiraju-SemanticUDDI-IJCA\%202003.pdf}, timestamp = {Wed, 21 Jul 2004 13:31:29 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/AkkirajuGDR03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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