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    » Qualitative reinforcement learning
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    GECCO
    2004
    Springer
    122views Optimization» more  GECCO 2004»
    Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems
    15 years 10 months ago
    Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems
    Download  www.cs.york.ac.uk
    This paper introduces a gradient-based reward prediction update mechanism to the XCS classifier system as applied in neuralnetwork type learning and function approximation mechani...
    Martin V. Butz, David E. Goldberg, Pier Luca Lanzi
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    ML
    2011
    ACM
    152views Machine Learning» more  ML 2011»
    Characterizing reinforcement learning methods through parameterized learning problems
    14 years 8 months ago
    Characterizing reinforcement learning methods through parameterized learning problems
    Download  www.cs.utexas.edu
    Shivaram Kalyanakrishnan, Peter Stone
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    ICML
    1997
    IEEE
    123views Machine Learning» more  ICML 1997»
    Exponentiated Gradient Methods for Reinforcement Learning
    16 years 6 months ago
    Exponentiated Gradient Methods for Reinforcement Learning
    Download  www.cs.ualberta.ca
    Doina Precup, Richard S. Sutton
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    ICML
    2003
    IEEE
    108views Machine Learning» more  ICML 2003»
    Reinforcement Learning as Classification: Leveraging Modern Classifiers
    15 years 10 months ago
    Reinforcement Learning as Classification: Leveraging Modern Classifiers
    Download  www.cs.duke.edu
    Michail G. Lagoudakis, Ronald Parr
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    ECML
    1998
    Springer
    92views Machine Learning» more  ECML 1998»
    A General Convergence Method for Reinforcement Learning in the Continuous Case
    15 years 9 months ago
    A General Convergence Method for Reinforcement Learning in the Continuous Case
    Download  sequel.futurs.inria.fr
    Rémi Munos
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