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    AAAI
    2004
    99views Intelligent Agents» more  AAAI 2004»
    Metrics for Finite Markov Decision Processes
    15 years 4 months ago
    Metrics for Finite Markov Decision Processes
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    ENT ABSTRACTS
    Norm Ferns, Prakash Panangaden, Doina Precup
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    133
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    AUTOMATICA
    2008
    104views more  AUTOMATICA 2008»
    Exact finite approximations of average-cost countable Markov decision processes
    15 years 2 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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    88
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    FSTTCS
    2005
    Springer
    138views Software Engineering» more  FSTTCS 2005»
    On the Controller Synthesis for Finite-State Markov Decision Processes
    15 years 8 months ago
    On the Controller Synthesis for Finite-State Markov Decision Processes
    Download  www.fi.muni.cz
    Antonín Kucera, Oldrich Strazovský
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    86
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    SIMULATION
    2008
    67views more  SIMULATION 2008»
    Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes
    15 years 2 months ago
    Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes
    Download  eprints.iisc.ernet.in
    Shalabh Bhatnagar, Mohammed Shahid Abdulla
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    ORL
    2008
    68views more  ORL 2008»
    On polynomial cases of the unichain classification problem for Markov Decision Processes
    15 years 2 months ago
    On polynomial cases of the unichain classification problem for Markov Decision Processes
    Download  www.ams.sunysb.edu
    The unichain classification problem detects whether a finite state and action MDP is unichain under all deterministic policies. This problem is NP-hard [11]. This paper provides p...
    Eugene A. Feinberg, Fenghsu Yang
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