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    ICML
    1998
    IEEE
    202views Machine Learning» more  ICML 1998»
    Learning to Drive a Bicycle Using Reinforcement Learning and Shaping
    15 years 1 months ago
    Learning to Drive a Bicycle Using Reinforcement Learning and Shaping
    Download  www.cs.mcgill.ca
    We present and solve a real-world problem of learning to drive a bicycle. We solve the problem by online reinforcement learning using the Sarsa(   )-algorithm. Then we solve the ...
    Jette Randløv, Preben Alstrøm
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    ECML
    2003
    Springer
    118views Machine Learning» more  ECML 2003»
    A New Way to Introduce Knowledge into Reinforcement Learning
    15 years 2 months ago
    A New Way to Introduce Knowledge into Reinforcement Learning
    Download  www.irisa.fr
    We present in this paper a method to introduce a priori knowledge into reinforcement learning using temporally extended actions. The aim of our work is to reduce the learning time ...
    Pascal Garcia
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    ICML
    2000
    IEEE
    147views Machine Learning» more  ICML 2000»
    Learning to Fly: An Application of Hierarchical Reinforcement Learning
    15 years 10 months ago
    Learning to Fly: An Application of Hierarchical Reinforcement Learning
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    Malcolm R. K. Ryan, Mark D. Reid
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    62
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    ICML
    2003
    IEEE
    117views Machine Learning» more  ICML 2003»
    Model-based Policy Gradient Reinforcement Learning
    15 years 10 months ago
    Model-based Policy Gradient Reinforcement Learning
    Download  www.aaai.org
    Xin Wang, Thomas G. Dietterich
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    71
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    ICML
    2000
    IEEE
    183views Machine Learning» more  ICML 2000»
    Algorithms for Inverse Reinforcement Learning
    15 years 10 months ago
    Algorithms for Inverse Reinforcement Learning
    Download  www.cs.berkeley.edu
    Andrew Y. Ng, Stuart J. Russell
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