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2009 IEEE Int Symp on Adaptive Dynamic Programming and Reinforcement Learning by Martin Viktil — last modified 2008-10-06 10:32
2009 IEEE International Symposium on Adaptive Dynamic Programming and Reinforcement Learning (IEEE ADPRL 2009) will be held March 30 - April 2, 2009, in Sheraton Music City Hotel, Nashville, TN, USA as part of the IEEE SSCI 2009. C A L L F O R P A P E R S Paper submission due: October 31, 2008 http://www.ieee-cis.org/conferences/adprl2009/upload.php For paper submission instructions, see http://www.ieee-ssci.org/index.php?q=node/36 This symposium topics include, but are not limited to: Convergence and performance bounds of ADP Complexity issues in RL and ADP Statistical learning and RL, PAC bounds for RL Monte-Carlo and quasi Monte-Carlo methods Direct policy search, actor-critic methods Parsimoneous function representation Adaptive feature discovery Learning rules and architectures for RL Sensitivity analysis for policy gradient estimation Neuroscience and biologically inspired control Partially observable Markov decision processes Distributed intelligent systems Multi-agent RL systems Multi-level multi-objective optimization for ADPRL Kernel methods and value function representation Applications of ADP and RL
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