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    CORR
    2010
    Springer
    204views Education» more  CORR 2010»
    Predictive State Temporal Difference Learning
    15 years 2 months ago
    Predictive State Temporal Difference Learning
    Download  www.cs.cmu.edu
    We propose a new approach to value function approximation which combines linear temporal difference reinforcement learning with subspace identification. In practical applications...
    Byron Boots, Geoffrey J. Gordon
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    131
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    ICML
    2009
    IEEE
    185views Machine Learning» more  ICML 2009»
    Kernelized value function approximation for reinforcement learning
    16 years 4 months ago
    Kernelized value function approximation for reinforcement learning
    Download  www.cs.duke.edu
    Gavin Taylor, Ronald Parr
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    98
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    ICML
    2008
    IEEE
    150views Machine Learning» more  ICML 2008»
    An analysis of reinforcement learning with function approximation
    16 years 4 months ago
    An analysis of reinforcement learning with function approximation
    Download  damas.ift.ulaval.ca
    Francisco S. Melo, Sean P. Meyn, M. Isabel Ribeiro
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    135
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    ICML
    2001
    IEEE
    159views Machine Learning» more  ICML 2001»
    Automatic Discovery of Subgoals in Reinforcement Learning using Diverse Density
    16 years 4 months ago
    Automatic Discovery of Subgoals in Reinforcement Learning using Diverse Density
    Download  www.cs.berkeley.edu
    Amy McGovern, Andrew G. Barto
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    ICML
    2001
    IEEE
    143views Machine Learning» more  ICML 2001»
    Scaling Reinforcement Learning toward RoboCup Soccer
    16 years 4 months ago
    Scaling Reinforcement Learning toward RoboCup Soccer
    Download  www.cs.utexas.edu
    Peter Stone, Richard S. Sutton
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