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    ICML
    2007
    IEEE
    180views Machine Learning» more  ICML 2007»
    Tracking value function dynamics to improve reinforcement learning with piecewise linear function approximation
    16 years 7 months ago
    Tracking value function dynamics to improve reinforcement learning with piecewise linear function approximation
    Download  www.machinelearning.org
    Reinforcement learning algorithms can become unstable when combined with linear function approximation. Algorithms that minimize the mean-square Bellman error are guaranteed to co...
    Chee Wee Phua, Robert Fitch
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    ISMVL
    1997
    IEEE
    134views Hardware» more  ISMVL 1997»
    Functional Decomposition of MVL Functions Using Multi-Valued Decision Diagrams
    15 years 10 months ago
    Functional Decomposition of MVL Functions Using Multi-Valued Decision Diagrams
    Download  web.cecs.pdx.edu
    In this paper, the minimization of incompletely specified multi-valued functions using functional decomposition is discussed. From the aspect of machine learning, learning sample...
    Craig M. Files, Rolf Drechsler, Marek A. Perkowski
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    122
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    COLT
    2004
    Springer
    82views Machine Learning» more  COLT 2004»
    Learning Monotonic Linear Functions
    15 years 11 months ago
    Learning Monotonic Linear Functions
    Download  www.cc.gatech.edu
    Adam Kalai
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    164
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    ICML
    2009
    IEEE
    185views Machine Learning» more  ICML 2009»
    Kernelized value function approximation for reinforcement learning
    16 years 7 months ago
    Kernelized value function approximation for reinforcement learning
    Download  www.cs.duke.edu
    Gavin Taylor, Ronald Parr
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    ICML
    2008
    IEEE
    92views Machine Learning» more  ICML 2008»
    Actively learning level-sets of composite functions
    16 years 7 months ago
    Actively learning level-sets of composite functions
    Download  reports-archive.adm.cs.cmu.edu
    Brent Bryan, Jeff G. Schneider
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