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    ICMLA
    2009
    228views Machine Learning» more  ICMLA 2009»
    The Neuro Slot Car Racer: Reinforcement Learning in a Real World Setting
    13 years 6 months ago
    The Neuro Slot Car Racer: Reinforcement Learning in a Real World Setting
    Download  www.timkietzmann.de
    This paper describes a novel real-world reinforcement learning application: The Neuro Slot Car Racer. In addition to presenting the system and first results based on Neural Fitted...
    Tim C. Kietzmann, Martin Riedmiller
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    ABIALS
    2008
    Springer
    281views Artificial Intelligence» more  ABIALS 2008»
    Anticipatory Learning Classifier Systems and Factored Reinforcement Learning
    13 years 10 months ago
    Anticipatory Learning Classifier Systems and Factored Reinforcement Learning
    Download  www.isir.upmc.fr
    Factored Reinforcement Learning (frl) is a new technique to solve Factored Markov Decision Problems (fmdps) when the structure of the problem is not known in advance. Like Anticipa...
    Olivier Sigaud, Martin V. Butz, Olga Kozlova, Chri...
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    COGSR
    2011
    77views more  COGSR 2011»
    Learning to use episodic memory
    13 years 3 months ago
    Learning to use episodic memory
    Download  www.eecs.umich.edu
    This paper brings together work in modeling episodic memory and reinforcement learning. We demonstrate that is possible to learn to use episodic memory retrievals while simultaneo...
    Nicholas A. Gorski, John E. Laird
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    NIPS
    2004
    137views Information Technology» more  NIPS 2004»
    Brain Inspired Reinforcement Learning
    13 years 10 months ago
    Brain Inspired Reinforcement Learning
    Download  books.nips.cc
    Successful application of reinforcement learning algorithms often involves considerable hand-crafting of the necessary non-linear features to reduce the complexity of the value fu...
    François Rivest, Yoshua Bengio, John Kalask...
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    AAAI
    2010
    161views Intelligent Agents» more  AAAI 2010»
    Learning Methods to Generate Good Plans: Integrating HTN Learning and Reinforcement Learning
    13 years 10 months ago
    Learning Methods to Generate Good Plans: Integrating HTN Learning and Reinforcement Learning
    Download  www.cse.lehigh.edu
    Chad Hogg, Ugur Kuter, Hector Muñoz-Avila
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