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    AAAI
    2004
    99views Intelligent Agents» more  AAAI 2004»
    Metrics for Finite Markov Decision Processes
    15 years 1 months ago
    Metrics for Finite Markov Decision Processes
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    ENT ABSTRACTS
    Norm Ferns, Prakash Panangaden, Doina Precup
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    AUTOMATICA
    2008
    104views more  AUTOMATICA 2008»
    Exact finite approximations of average-cost countable Markov decision processes
    15 years 16 days 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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    76
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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 6 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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    73
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    SIMULATION
    2008
    67views more  SIMULATION 2008»
    Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes
    15 years 10 days 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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    110
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    ORL
    2008
    68views more  ORL 2008»
    On polynomial cases of the unichain classification problem for Markov Decision Processes
    15 years 10 days 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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