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    ATAL
    2008
    Springer
    77views Intelligent Agents» more  ATAL 2008»
    The utility of temporal abstraction in reinforcement learning
    14 years 11 months ago
    The utility of temporal abstraction in reinforcement learning
    Download  www.aamas-conference.org
    Nicholas K. Jong, Todd Hester, Peter Stone
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    ICML
    2004
    IEEE
    161views Machine Learning» more  ICML 2004»
    Using relative novelty to identify useful temporal abstractions in reinforcement learning
    15 years 10 months ago
    Using relative novelty to identify useful temporal abstractions in reinforcement learning
    Download  www.cs.umass.edu
    lative Novelty to Identify Useful Temporal Abstractions in Reinforcement Learning ?Ozg?ur S?im?sek ozgur@cs.umass.edu Andrew G. Barto barto@cs.umass.edu Department of Computer Scie...
    Özgür Simsek, Andrew G. Barto
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    72
    Voted
    IJCAI
    2007
    140views Artificial Intelligence» more  IJCAI 2007»
    Utile Distinctions for Relational Reinforcement Learning
    14 years 11 months ago
    Utile Distinctions for Relational Reinforcement Learning
    Download  www.ijcai.org
    We introduce an approach to autonomously creating state space abstractions for an online reinforcement learning agent using a relational representation. Our approach uses a tree-b...
    William Dabney, Amy McGovern
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    69
    Voted
    ECML
    1998
    Springer
    85views Machine Learning» more  ECML 1998»
    Theoretical Results on Reinforcement Learning with Temporally Abstract Options
    15 years 1 months ago
    Theoretical Results on Reinforcement Learning with Temporally Abstract Options
    Download  webdocs.cs.ualberta.ca
    Doina Precup, Richard S. Sutton, Satinder P. Singh
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    AI
    1999
    Springer
    110views Artificial Intelligence» more  AI 1999»
    Between MDPs and Semi-MDPs: A Framework for Temporal Abstraction in Reinforcement Learning
    14 years 9 months ago
    Between MDPs and Semi-MDPs: A Framework for Temporal Abstraction in Reinforcement Learning
    Download  webdocs.cs.ualberta.ca
    Richard S. Sutton, Doina Precup, Satinder P. Singh
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