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    SIMULATION
    2008
    67views more  SIMULATION 2008»
    Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes
    13 years 6 months ago
    Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes
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    Shalabh Bhatnagar, Mohammed Shahid Abdulla
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    JAIR
    2010
    115views more  JAIR 2010»
    An Investigation into Mathematical Programming for Finite Horizon Decentralized POMDPs
    13 years 5 months ago
    An Investigation into Mathematical Programming for Finite Horizon Decentralized POMDPs
    Download  www.jair.org
    Decentralized planning in uncertain environments is a complex task generally dealt with by using a decision-theoretic approach, mainly through the framework of Decentralized Parti...
    Raghav Aras, Alain Dutech
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    AAAI
    2010
    180views Intelligent Agents» more  AAAI 2010»
    Relational Partially Observable MDPs
    13 years 8 months ago
    Relational Partially Observable MDPs
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    Relational Markov Decision Processes (MDP) are a useraction for stochastic planning problems since one can develop abstract solutions for them that are independent of domain size ...
    Chenggang Wang, Roni Khardon
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    ATAL
    2006
    Springer
    107views Intelligent Agents» more  ATAL 2006»
    Winning back the CUP for distributed POMDPs: planning over continuous belief spaces
    13 years 10 months ago
    Winning back the CUP for distributed POMDPs: planning over continuous belief spaces
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    Distributed Partially Observable Markov Decision Problems (Distributed POMDPs) are evolving as a popular approach for modeling multiagent systems, and many different algorithms ha...
    Pradeep Varakantham, Ranjit Nair, Milind Tambe, Ma...
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    ICML
    2002
    IEEE
    218views Machine Learning» more  ICML 2002»
    An epsilon-Optimal Grid-Based Algorithm for Partially Observable Markov Decision Processes
    14 years 7 months ago
    An epsilon-Optimal Grid-Based Algorithm for Partially Observable Markov Decision Processes
    Download  www.cs.ucf.edu
    Blai Bonet
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