Bikramjit Banerjee's Publications
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Selected Publications
- Saurabh Arora, Prashant Doshi, and Bikramjit Banerjee. I2RL: online inverse reinforcement learning under occlusion. Autonomous Agents and Multi-Agent Systems, (2021) 35(4), Springer, 2020.
Details BibTeX Download: [pdf] - Roi Ceren, Keyang He, Prashant Doshi, and Bikramjit Banerjee. PALO Bounds for Reinforcement Learning in Partially Observable Stochastic Games. Neurocomputing, 420(2021):36–56, Elsevier, 2020.
Details BibTeX Download: [pdf] - B. Banerjee, S. Loscalzo, and D.L. Thompson. Detection of Plan Deviation in Multi-Agent Systems. In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-16), pp. 2445–2451, Phoenix, AZ, 2016.
Details BibTeX Download: [pdf] - Landon Kraemer and Bikramjit Banerjee. Multi-agent reinforcement learning as a rehearsal for decentralized planning. Neurocomputing, 190:82–94, Elsevier, 2016.
Details BibTeX Download: [pdf] - B. Banerjee, J. Lyle, and L. Kraemer. The complexity of multi-agent plan recognition. Autonomous Agents and Multi-Agent Systems, 29(1):40–72, Springer, 2015.
Details BibTeX Download: [pdf] - Bikramjit Banerjee. Pruning for Monte Carlo Distributed Reinforcement Learning in Decentralized POMDPs. In Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI-13), pp. 88–94, Bellevue, WA, July 2013.
Details BibTeX Download: [pdf] - Bikramjit Banerjee, Jeremy Lyle, Landon Kraemer, and Rajesh Yellamraju. Sample Bounded Distributed Reinforcement Learning for Decentralized POMDPs. In Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-12), pp. 1256–1262, Toronto, Canada, July 2012.
Details BibTeX Download: [pdf] - B. Banerjee and L. Kraemer. Branch and Price for Multi-Agent Plan Recognition. In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-11), pp. 601–607, San Francisco, CA, 2011.
Details BibTeX Download: [pdf] - B. Banerjee and L. Kraemer. Coalition Structure Generation in Multi-Agent Systems with Mixed Externalities. In Proceedings of the Ninth International Conference on Autonomous Agents and Multiagent Systems (AAMAS-10), pp. 175–182, Toronto, Canada, 2010.
Details BibTeX Download: [pdf] - B. Banerjee, L. Kraemer, and J. Lyle. Multi-Agent Plan Recognition: Formalization and Algorithms. In Proceedings of AAAI-10, pp. 1059–1064, Atlanta, GA, 2010.
Details BibTeX Download: [pdf] - B. Banerjee and L. Kraemer. Validation of Agent Based Crowd Egress Simulation (Extended Abstract). In Proceedings of the Ninth International Conference on Autonomous Agents and Multiagent Systems (AAMAS-10), pp. 1551–1552, Toronto, Canada, 2010.
Details BibTeX Download: [pdf] - Bikramjit Banerjee and Peter Stone. General Game learning using knowledge transfer. In Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI-07), pp. 672–677, Hyderabad, India, 2007.
Details BibTeX Download: [pdf] - Bikramjit Banerjee and Jing Peng. Generalized Multiagent Learning with Performance Bound. Autonomous Agents and Multiagent Systems, 15(3):281–312, Springer, 2007.
Details BibTeX Download: [pdf] - B. Banerjee and J. Peng. RV_sigma(t): A unifying approach to performance and convergence in online multiagent learning. In Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-06), Hakodate, Japan, 2006.
Details BibTeX Download: (unavailable) - Bikramjit Banerjee and Jing Peng. Reactivity and Safe Learning in Multiagent Systems. Adaptive Behavior, 14(4):339–356, SAGE, 2006.
Details BibTeX Download: [pdf] - B. Banerjee and J. Peng. Efficient No-regret multiagent learning. In Proceedings of the Twentieth National Conference on Artificial Intelligence (AAAI-05), pp. 41–46, AAAI, Pittsburgh, PA, 2005.
Details BibTeX Download: [pdf] - B. Banerjee and J. Peng. Efficient Learning of Multi-step best response. In Proceedings of the Fourth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-05), pp. 60–66, ACM Press, The Netherlands, 2005.
Details BibTeX Download: [pdf] - B. Banerjee and J. Peng. On the performance of on-line concurrent reinforcement learners. In Proceedings of the Fourth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-05), ACM Press, The Netherlands, 2005. Dissertation abstract at the Doctoral Consortium
Details BibTeX Download: (unavailable) - B. Banerjee and J. Peng. Performance bounded reinforcement learning in strategic interactions. In Proceedings of the 19th National Conference on Artificial Intelligence (AAAI-04), pp. 2 – 7, AAAI Press, San Jose, CA, 2004.
Details BibTeX Download: [pdf] - B. Banerjee and J. Peng. The Role of Reactivity in Multiagent Learning. In Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-04), pp. 538 – 545, ACM, New York, USA, 2004.
Details BibTeX Download: [ps] - B. Banerjee and J. Peng. Adaptive policy gradient in multiagent learning. In Proceedings of 2nd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-03), pp. 686–692, Melbourne, Australia, 2003.
Details BibTeX Download: [ps] - B. Banerjee, S. Sen, and J. Peng. Fast concurrent reinforcement learners. In Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence (IJCAI-01), pp. 825–832, Morgan Kaufmann, Seattle, WA, Aug 4-10 2001.
Details BibTeX Download: [ps] - B. Banerjee, S. Debnath, and S. Sen. Combining Multiple Perspectives. In Proceedings of the International Conference on Machine Learning (ICML-00), pp. 33–40, Stanford University, CA, 2000.
Details BibTeX Download: [ps] - B. Banerjee and S. Sen. Selecting Partners. In Proceedings of the Fourth International Conference on Autonomous Agents (AGENTS-00), pp. 261–262, 2000.
Details BibTeX Download: (unavailable)
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