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Optimizing fixed-size stochastic controllers for POMDPs and decentralized POMDPs

, , and . Autonomous Agents and Multi-Agent Systems, 21 (3): 293--320 (2010)
DOI: 10.1007/s10458-009-9103-z

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Optimizing fixed-size stochastic controllers for POMDPs and decentralized POMDPs, , and . Autonomous Agents and Multi-Agent Systems, 21 (3): 293--320 (2010)Solving POMDPs Using Quadratically Constrained Linear Programs., , and . IJCAI, page 2418-2424. (2007)Finding Optimal POMDP Controllers Using Quadratically Constrained Linear Programs., , and . AI&M, (2006)Solving POMDPs using quadratically constrained linear programs., , and . AAMAS, page 341-343. ACM, (2006)Adaptive Peer Selection., , , and . IPTPS, volume 2735 of Lecture Notes in Computer Science, page 237-246. Springer, (2003)Policy iteration for decentralized control of Markov decision processes, , , and . Journal of Artificial Intelligence Research, 34 (1): 89--132 (Mar 1, 2009)Dynamic Programming for Partially Observable Stochastic Games., , and . AAAI, page 709-715. AAAI Press / The MIT Press, (2004)Contract Algorithms and Robots on Rays: Unifying Two Scheduling Problems., , and . IJCAI, page 1211-1217. Morgan Kaufmann, (2003)Rational Matrix Functions and Rank-1 Updates, and . SIAM Journal on Matrix Analysis and Applications, 22 (1): 145-154 (January 2000)Optimizing Memory-Bounded Controllers for Decentralized POMDPs., , and . UAI, page 1-8. AUAI Press, (2007)