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    CLA
    2007
    251views Artificial Intelligence» more  CLA 2007»
    Policies Generalization in Reinforcement Learning using Galois Partitions Lattices
    13 years 10 months ago
    Policies Generalization in Reinforcement Learning using Galois Partitions Lattices
    Download  sunsite.informatik.rwth-aachen.de
    The generalization of policies in reinforcement learning is a main issue, both from the theoretical model point of view and for their applicability. However, generalizing from a se...
    Marc Ricordeau, Michel Liquiere
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    ICONIP
    2007
    147views Information Technology» more  ICONIP 2007»
    Finding Exploratory Rewards by Embodied Evolution and Constrained Reinforcement Learning in the Cyber Rodents
    13 years 10 months ago
    Finding Exploratory Rewards by Embodied Evolution and Constrained Reinforcement Learning in the Cyber Rodents
    Download  www.nc.irp.oist.jp
    The aim of the Cyber Rodent project [1] is to elucidate the origin of our reward and affective systems by building artificial agents that share the natural biological constraints...
    Eiji Uchibe, Kenji Doya
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    IJCAI
    2007
    143views Artificial Intelligence» more  IJCAI 2007»
    Direct Code Access in Self-Organizing Neural Networks for Reinforcement Learning
    13 years 10 months ago
    Direct Code Access in Self-Organizing Neural Networks for Reinforcement Learning
    Download  www.aaai.org
    TD-FALCON is a self-organizing neural network that incorporates Temporal Difference (TD) methods for reinforcement learning. Despite the advantages of fast and stable learning, TD...
    Ah-Hwee Tan
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    EACL
    2006
    ACL Anthology
    143views Natural Language Processing» more  EACL 2006»
    Using Reinforcement Learning to Build a Better Model of Dialogue State
    13 years 10 months ago
    Using Reinforcement Learning to Build a Better Model of Dialogue State
    Download  acl.ldc.upenn.edu
    Given the growing complexity of tasks that spoken dialogue systems are trying to handle, Reinforcement Learning (RL) has been increasingly used as a way of automatically learning ...
    Joel R. Tetreault, Diane J. Litman
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    NIPS
    2004
    93views Information Technology» more  NIPS 2004»
    Intrinsically Motivated Reinforcement Learning
    13 years 10 months ago
    Intrinsically Motivated Reinforcement Learning
    Download  books.nips.cc
    Psychologists call behavior intrinsically motivated when it is engaged in for its own sake rather than as a step toward solving a specific problem of clear practical value. But wh...
    Satinder P. Singh, Andrew G. Barto, Nuttapong Chen...
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