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    » Reinforcement Learning with the Use of Costly Features
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    SAC
    2005
    ACM
    149views Applied Computing» more  SAC 2005»
    Reinforcement learning agents with primary knowledge designed by analytic hierarchy process
    13 years 10 months ago
    Reinforcement learning agents with primary knowledge designed by analytic hierarchy process
    Download  k2x.ice.ous.ac.jp
    This paper presents a novel model of reinforcement learning agents. A feature of our learning agent model is to integrate analytic hierarchy process (AHP) into a standard reinforc...
    Kengo Katayama, Takahiro Koshiishi, Hiroyuki Narih...
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    ICMLA
    2009
    185views Machine Learning» more  ICMLA 2009»
    Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs
    13 years 2 months ago
    Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs
    Download  staff.science.uva.nl
    Abstract--Feature selection is an important challenge in machine learning. Unfortunately, most methods for automating feature selection are designed for supervised learning tasks a...
    Mark Kroon, Shimon Whiteson
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    ICANN
    2010
    Springer
    157views Neural Networks» more  ICANN 2010»
    Using Reinforcement Learning to Guide the Development of Self-organised Feature Maps for Visual Orienting
    13 years 6 months ago
    Using Reinforcement Learning to Guide the Development of Self-organised Feature Maps for Visual Orienting
    Download  personalpages.manchester.ac.uk
    We present a biologically inspired neural network model of visual orienting (using saccadic eye movements) in which targets are preferentially selected according to their reward va...
    Kevin Brohan, Kevin N. Gurney, Piotr Dudek
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    AAAI
    2008
    101views Intelligent Agents» more  AAAI 2008»
    Discover Relevant Environment Feature Using Concurrent Reinforcement Learning
    13 years 7 months ago
    Discover Relevant Environment Feature Using Concurrent Reinforcement Learning
    Download  www.aaai.org
    Zhihui Luo, David A. Bell, Barry McCollum
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    EUROGP
    2008
    Springer
    96views Optimization» more  EUROGP 2008»
    Feature Discovery in Reinforcement Learning Using Genetic Programming
    13 years 6 months ago
    Feature Discovery in Reinforcement Learning Using Genetic Programming
    Download  hal.inria.fr
    Sertan Girgin, Philippe Preux
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