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    ESANN
    2008
    96views Neural Networks» more  ESANN 2008»
    Model-Based Reinforcement Learning with Continuous States and Actions
    13 years 9 months ago
    Model-Based Reinforcement Learning with Continuous States and Actions
    Download  mlg.eng.cam.ac.uk
    Marc Peter Deisenroth, Carl Edward Rasmussen, Jan ...
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    CORR
    2011
    Springer
    186views Education» more  CORR 2011»
    A Real-Time Model-Based Reinforcement Learning Architecture for Robot Control
    12 years 11 months ago
    A Real-Time Model-Based Reinforcement Learning Architecture for Robot Control
    Download  www.cs.utexas.edu
    Todd Hester, Michael Quinlan, Peter Stone
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    NIPS
    2000
    112views Information Technology» more  NIPS 2000»
    Balancing Multiple Sources of Reward in Reinforcement Learning
    13 years 8 months ago
    Balancing Multiple Sources of Reward in Reinforcement Learning
    Download  www.cc.gatech.edu
    For many problems which would be natural for reinforcement learning, the reward signal is not a single scalar value but has multiple scalar components. Examples of such problems i...
    Christian R. Shelton
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    ECML
    2005
    Springer
    101views Machine Learning» more  ECML 2005»
    Model-Based Online Learning of POMDPs
    14 years 29 days ago
    Model-Based Online Learning of POMDPs
    Download  www.cs.bgu.ac.il
    Abstract. Learning to act in an unknown partially observable domain is a difficult variant of the reinforcement learning paradigm. Research in the area has focused on model-free m...
    Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony
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    IJCAI
    2003
    130views Artificial Intelligence» more  IJCAI 2003»
    Multiple-Goal Reinforcement Learning with Modular Sarsa(0)
    13 years 8 months ago
    Multiple-Goal Reinforcement Learning with Modular Sarsa(0)
    Download  www.cc.gatech.edu
    We present a new algorithm, GM-Sarsa(0), for finding approximate solutions to multiple-goal reinforcement learning problems that are modeled as composite Markov decision processe...
    Nathan Sprague, Dana H. Ballard
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