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    IJCAI
    2003
    87views Artificial Intelligence» more  IJCAI 2003»
    SMDP Homomorphisms: An Algebraic Approach to Abstraction in Semi-Markov Decision Processes
    15 years 3 months ago
    SMDP Homomorphisms: An Algebraic Approach to Abstraction in Semi-Markov Decision Processes
    Download  dli.iiit.ac.in
    Balaraman Ravindran, Andrew G. Barto
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    QEST
    2006
    IEEE
    93views Modeling and Simulation» more  QEST 2006»
    Game-based Abstraction for Markov Decision Processes
    15 years 8 months ago
    Game-based Abstraction for Markov Decision Processes
    Download  qav.comlab.ox.ac.uk
    Marta Z. Kwiatkowska, Gethin Norman, David Parker
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    95
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    UAI
    2008
    183views Artificial Intelligence» more  UAI 2008»
    Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstraction
    15 years 3 months ago
    Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstraction
    Download  uai2008.cs.helsinki.fi
    Alejandro Isaza, Csaba Szepesvári, Vadim Bu...
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    AIPS
    2011
    233views Artificial Intelligence» more  AIPS 2011»
    Sample-Based Planning for Continuous Action Markov Decision Processes
    14 years 5 months ago
    Sample-Based Planning for Continuous Action Markov Decision Processes
    Download  www.chrismansley.com
    In this paper, we present a new algorithm that integrates recent advances in solving continuous bandit problems with sample-based rollout methods for planning in Markov Decision P...
    Christopher R. Mansley, Ari Weinstein, Michael L. ...
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    76
    Voted
    AAAI
    2004
    99views Intelligent Agents» more  AAAI 2004»
    Metrics for Finite Markov Decision Processes
    15 years 3 months ago
    Metrics for Finite Markov Decision Processes
    Download  www.aaai.org
    ENT ABSTRACTS
    Norm Ferns, Prakash Panangaden, Doina Precup
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