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    NIPS
    2008
    173views Information Technology» more  NIPS 2008»
    On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor
    13 years 6 months ago
    On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor
    Download  books.nips.cc
    In this theoretical contribution we provide mathematical proof that two of the most important classes of network learning - correlation-based differential Hebbian learning and rew...
    Christoph Kolodziejski, Bernd Porr, Minija Tamosiu...
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    ML
    2002
    ACM
    168views Machine Learning» more  ML 2002»
    On Average Versus Discounted Reward Temporal-Difference Learning
    13 years 4 months ago
    On Average Versus Discounted Reward Temporal-Difference Learning
    Download  web.mit.edu
    We provide an analytical comparison between discounted and average reward temporal-difference (TD) learning with linearly parameterized approximations. We first consider the asympt...
    John N. Tsitsiklis, Benjamin Van Roy
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