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    IJCAI
    2003
    87views Artificial Intelligence» more  IJCAI 2003»
    SMDP Homomorphisms: An Algebraic Approach to Abstraction in Semi-Markov Decision Processes
    13 years 11 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
    14 years 3 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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    UAI
    2008
    183views Artificial Intelligence» more  UAI 2008»
    Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstraction
    13 years 11 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
    13 years 1 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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    AAAI
    2004
    99views Intelligent Agents» more  AAAI 2004»
    Metrics for Finite Markov Decision Processes
    13 years 11 months ago
    Metrics for Finite Markov Decision Processes
    Download  www.aaai.org
    ENT ABSTRACTS
    Norm Ferns, Prakash Panangaden, Doina Precup
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