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    ICML
    1999
    IEEE
    168views Machine Learning» more  ICML 1999»
    Least-Squares Temporal Difference Learning
    14 years 8 months ago
    Least-Squares Temporal Difference Learning
    Download  www.research.rutgers.edu
    Excerpted from: Boyan, Justin. Learning Evaluation Functions for Global Optimization. Ph.D. thesis, Carnegie Mellon University, August 1998. (Available as Technical Report CMU-CS-...
    Justin A. Boyan
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    ISDA
    2009
    IEEE
    144views Operating System» more  ISDA 2009»
    Postponed Updates for Temporal-Difference Reinforcement Learning
    14 years 2 months ago
    Postponed Updates for Temporal-Difference Reinforcement Learning
    Download  www.science.uva.nl
    This paper presents postponed updates, a new strategy for TD methods that can improve sample efficiency without incurring the computational and space requirements of model-based ...
    Harm van Seijen, Shimon Whiteson
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    ICML
    1994
    IEEE
    101views Machine Learning» more  ICML 1994»
    On the Worst-Case Analysis of Temporal-Difference Learning Algorithms
    13 years 11 months ago
    On the Worst-Case Analysis of Temporal-Difference Learning Algorithms
    Download  users.soe.ucsc.edu
    Robert E. Schapire, Manfred K. Warmuth
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    ECAI
    2008
    Springer
    83views Artificial Intelligence» more  ECAI 2008»
    Using Decision Trees as the Answer Networks in Temporal Difference-Networks
    13 years 9 months ago
    Using Decision Trees as the Answer Networks in Temporal Difference-Networks
    Download  people.cs.kuleuven.be
    Laura-Andreea Antanas, Kurt Driessens, Jan Ramon, ...
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    NIPS
    2007
    86views Information Technology» more  NIPS 2007»
    Temporal Difference Updating without a Learning Rate
    13 years 8 months ago
    Temporal Difference Updating without a Learning Rate
    Download  www.vetta.org
    Marcus Hutter, Shane Legg
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