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    AIPS
    2009
    104views Artificial Intelligence» more  AIPS 2009»
    Incremental Policy Generation for Finite-Horizon DEC-POMDPs
    14 years 6 months ago
    Incremental Policy Generation for Finite-Horizon DEC-POMDPs
    Download  rbrserver.cs.umass.edu
    Solving multiagent planning problems modeled as DECPOMDPs is an important challenge. These models are often solved by using dynamic programming, but the high resource usage of cur...
    Christopher Amato, Jilles Steeve Dibangoye, Shlomo...
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    AAAI
    2010
    185views Intelligent Agents» more  AAAI 2010»
    Symbolic Dynamic Programming for First-order POMDPs
    14 years 6 months ago
    Symbolic Dynamic Programming for First-order POMDPs
    Download  www-kd.iai.uni-bonn.de
    Partially-observable Markov decision processes (POMDPs) provide a powerful model for sequential decision-making problems with partially-observed state and are known to have (appro...
    Scott Sanner, Kristian Kersting
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