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Reinforcement Learning Approaches to Coordination in Cooperative Multi-agent Systems.

, , and . Adaptive Agents and Multi-Agents Systems, volume 2636 of Lecture Notes in Computer Science, page 18-32. Springer, (2002)

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Efficient hierarchical MCMC for policy search.. ICML, volume 69 of ACM International Conference Proceeding Series, ACM, (2004)Combining Stochastic Task Models with Reinforcement Learning for Dynamic Scheduling.. ICAPS, page 426-429. AAAI, (2006)Direct Policy Search using Paired Statistical Tests., and . ICML, page 545-552. Morgan Kaufmann, (2001)A Bayesian Framework for Reinforcement Learning.. ICML, page 943-950. Morgan Kaufmann, (2000)Reinforcement Learning Approaches to Coordination in Cooperative Multi-agent Systems., , and . Adaptive Agents and Multi-Agents Systems, volume 2636 of Lecture Notes in Computer Science, page 18-32. Springer, (2002)Learning to Coordinate Using Commitment Sequences in Cooperative Multi-agent Systems., , and . Adaptive Agents and Multi-Agent Systems, volume 3394 of Lecture Notes in Computer Science, page 106-118. Springer, (2005)Policy Search using Paired Comparisons., and . J. Mach. Learn. Res., (2002)Algorithms for Distributed Exploration., , and . ECAI, page 84-88. IOS Press, (2004)Constraint Directed Learning for Unsupervised Image Sequence Segmentation., and . ICIP (1), page 743-746. IEEE Computer Society, (1997)Combining Planning with Reinforcement Learning for Multi-robot Task Allocation., and . Adaptive Agents and Multi-Agent Systems, volume 3394 of Lecture Notes in Computer Science, page 260-274. Springer, (2005)