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    AUTOMATICA
    2008
    104views more  AUTOMATICA 2008»
    Exact finite approximations of average-cost countable Markov decision processes
    13 years 4 months ago
    Exact finite approximations of average-cost countable Markov decision processes
    Download  webee.technion.ac.il
    For a countable-state Markov decision process we introduce an embedding which produces a finite-state Markov decision process. The finite-state embedded process has the same optim...
    Arie Leizarowitz, Adam Shwartz
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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 5 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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    LICS
    2009
    IEEE
    103views Automated Reasoning» more  LICS 2009»
    Statistic Analysis for Probabilistic Processes
    13 years 11 months ago
    Statistic Analysis for Probabilistic Processes
    Download  www.lri.fr
    —We associate a statistical vector to a trace and a geometrical embedding to a Markov Decision Process, based on a distance on words, and study basic Membership and Equivalence p...
    Michel de Rougemont, Mathieu Tracol
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    EWRL
    2008
    129views Machine Learning» more  EWRL 2008»
    Markov Decision Processes with Arbitrary Reward Processes
    13 years 6 months ago
    Markov Decision Processes with Arbitrary Reward Processes
    Download  www.cim.mcgill.ca
    Abstract. We consider a control problem where the decision maker interacts with a standard Markov decision process with the exception that the reward functions vary arbitrarily ove...
    Jia Yuan Yu, Shie Mannor, Nahum Shimkin
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    AUTOMATICA
    2010
    92views more  AUTOMATICA 2010»
    Simulation-based optimization of Markov decision processes: An empirical process theory approach
    13 years 4 months ago
    Simulation-based optimization of Markov decision processes: An empirical process theory approach
    Download  paleale.eecs.berkeley.edu
    Rahul Jain, Pravin Varaiya
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