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    ICCBR
    2010
    Springer
    274views Automated Reasoning» more  ICCBR 2010»
    Reducing the Memory Footprint of Temporal Difference Learning over Finitely Many States by Using Case-Based Generalization
    13 years 8 months ago
    Reducing the Memory Footprint of Temporal Difference Learning over Finitely Many States by Using Case-Based Generalization
    Download  www.cse.lehigh.edu
    In this paper we present an approach for reducing the memory footprint requirement of temporal difference methods in which the set of states is finite. We use case-based generaliza...
    Matt Dilts, Héctor Muñoz-Avila
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    PKDD
    2009
    Springer
    169views Data Mining» more  PKDD 2009»
    Hybrid Least-Squares Algorithms for Approximate Policy Evaluation
    13 years 11 months ago
    Hybrid Least-Squares Algorithms for Approximate Policy Evaluation
    Download  www.cs.umass.edu
    The goal of approximate policy evaluation is to “best” represent a target value function according to a specific criterion. Temporal difference methods and Bellman residual m...
    Jeffrey Johns, Marek Petrik, Sridhar Mahadevan
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