Solving Finite Horizon Decentralized POMDPs by Distributed Reinforcement Learning
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Bikramjit Banerjee | Landon Kraemer | Jeremy Lyle | Rajesh Yellamraju | J. Lyle | Landon Kraemer | Bikramjit Banerjee | Rajesh Yellamraju
[1] Makoto Yokoo,et al. Taming Decentralized POMDPs: Towards Efficient Policy Computation for Multiagent Settings , 2003, IJCAI.
[2] Guy Shani,et al. Model-Based Online Learning of POMDPs , 2005, ECML.
[3] Victor R. Lesser,et al. Coordinated Multi-Agent Reinforcement Learning in Networked Distributed POMDPs , 2011, AAAI.
[4] Jeff G. Schneider,et al. Approximate solutions for partially observable stochastic games with common payoffs , 2004, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004..
[5] Kee-Eung Kim,et al. Learning Finite-State Controllers for Partially Observable Environments , 1999, UAI.
[6] Neil Immerman,et al. The Complexity of Decentralized Control of Markov Decision Processes , 2000, UAI.
[7] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[8] Sham M. Kakade,et al. On the sample complexity of reinforcement learning. , 2003 .
[9] Frans A. Oliehoek,et al. Heuristic search for identical payoff Bayesian games , 2010, AAMAS.
[10] Shlomo Zilberstein,et al. Optimizing Memory-Bounded Controllers for Decentralized POMDPs , 2007, UAI.
[11] Lonnie Chrisman,et al. Reinforcement Learning with Perceptual Aliasing: The Perceptual Distinctions Approach , 1992, AAAI.
[12] Bikramjit Banerjee,et al. Sample Bounded Distributed Reinforcement Learning for Decentralized POMDPs , 2012, AAAI.
[13] Andrew McCallum,et al. Reinforcement learning with selective perception and hidden state , 1996 .
[14] Frans A. Oliehoek,et al. Scaling Up Optimal Heuristic Search in Dec-POMDPs via Incremental Expansion , 2011, IJCAI.
[15] Craig Boutilier,et al. The Dynamics of Reinforcement Learning in Cooperative Multiagent Systems , 1998, AAAI/IAAI.
[16] Bikramjit Banerjee,et al. Informed Initial Policies for Learning in Dec-POMDPs , 2012, AAAI.
[17] Ronen I. Brafman,et al. R-MAX - A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning , 2001, J. Mach. Learn. Res..
[18] Shlomo Zilberstein,et al. Memory-Bounded Dynamic Programming for DEC-POMDPs , 2007, IJCAI.
[19] François Charpillet,et al. Point-based Dynamic Programming for DEC-POMDPs , 2006, AAAI.