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    » Reinforcement Learning with Hierarchies of Machines
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    ICML
    2002
    IEEE
    146views Machine Learning» more  ICML 2002»
    Hierarchically Optimal Average Reward Reinforcement Learning
    16 years 13 days ago
    Hierarchically Optimal Average Reward Reinforcement Learning
    Download  www.cs.ualberta.ca
    Two notions of optimality have been explored in previous work on hierarchical reinforcement learning (HRL): hierarchical optimality, or the optimal policy in the space defined by ...
    Mohammad Ghavamzadeh, Sridhar Mahadevan
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    111
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    ML
    2011
    ACM
    152views Machine Learning» more  ML 2011»
    Characterizing reinforcement learning methods through parameterized learning problems
    14 years 2 months ago
    Characterizing reinforcement learning methods through parameterized learning problems
    Download  www.cs.utexas.edu
    Shivaram Kalyanakrishnan, Peter Stone
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    80
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    ICML
    2003
    IEEE
    108views Machine Learning» more  ICML 2003»
    Reinforcement Learning as Classification: Leveraging Modern Classifiers
    15 years 4 months ago
    Reinforcement Learning as Classification: Leveraging Modern Classifiers
    Download  www.cs.duke.edu
    Michail G. Lagoudakis, Ronald Parr
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    ICML
    2010
    IEEE
    169views Machine Learning» more  ICML 2010»
    Model-based reinforcement learning with nearly tight exploration complexity bounds
    15 years 21 days ago
    Model-based reinforcement learning with nearly tight exploration complexity bounds
    Download  www.sztaki.hu
    Istvan Szita, Csaba Szepesvári
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    72
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    ML
    2000
    ACM
    80views Machine Learning» more  ML 2000»
    A Study of Reinforcement Learning in the Continuous Case by the Means of Viscosity Solutions
    14 years 11 months ago
    A Study of Reinforcement Learning in the Continuous Case by the Means of Viscosity Solutions
    Download  www.ri.cmu.edu
    Rémi Munos
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