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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
    16 years 3 months ago
    An epsilon-Optimal Grid-Based Algorithm for Partially Observable Markov Decision Processes
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    Blai Bonet
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    125
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    TCS
    2011
    180views Theoretical Computer Science» more  TCS 2011»
    Computational processes, observers and Turing incompleteness
    14 years 9 months ago
    Computational processes, observers and Turing incompleteness
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    We propose a formal definition of Wolfram’s notion of computational process based on iterated transducers together with a weak observer, a model of computation that captures so...
    Klaus Sutner
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    SMA
    2010
    ACM
    181views Solid Modeling» more  SMA 2010»
    Threshold selection in jump-discriminant filter for discretely observed jump processes
    14 years 9 months ago
    Threshold selection in jump-discriminant filter for discretely observed jump processes
    Download  www.sigmath.es.osaka-u.ac.jp
    Threshold estimation is one of the useful techniques in the inference for jump-type stochastic processes from discrete observations. In this method, a jump-discriminant filter is ...
    Yasutaka Shimizu
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    103
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    ICML
    2006
    IEEE
    114views Machine Learning» more  ICML 2006»
    Region-based value iteration for partially observable Markov decision processes
    16 years 3 months ago
    Region-based value iteration for partially observable Markov decision processes
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    Hui Li, Xuejun Liao, Lawrence Carin
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    ECML
    2005
    Springer
    143views Machine Learning» more  ECML 2005»
    Active Learning in Partially Observable Markov Decision Processes
    15 years 7 months ago
    Active Learning in Partially Observable Markov Decision Processes
    Download  www.cs.mcgill.ca
    This paper examines the problem of finding an optimal policy for a Partially Observable Markov Decision Process (POMDP) when the model is not known or is only poorly specified. W...
    Robin Jaulmes, Joelle Pineau, Doina Precup
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