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    BROADNETS
    2007
    IEEE
    119views Computer Networks» more  BROADNETS 2007»
    Reinforcement learning based routing in all-optical networks with physical impairments
    15 years 11 months ago
    Reinforcement learning based routing in all-optical networks with physical impairments
    Download  www.tsp.ece.mcgill.ca
    Abstract-- We present and evaluate a reinforcement learningbased RWA algorithm for all-optical networks subject to physical impairments. The technique is suitable for decentralized...
    Yvan Pointurier, Fariba Heidari
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    IJCNN
    2000
    IEEE
    138views Neural Networks» more  IJCNN 2000»
    Adding Reinforcement Learning Features to the Neural-Gas Method
    15 years 11 months ago
    Adding Reinforcement Learning Features to the Neural-Gas Method
    Download  www.liralab.it
    M. Winter, Giorgio Metta, Giulio Sandini
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    NN
    2002
    Springer
    142views Neural Networks» more  NN 2002»
    Applications of the self-organising map to reinforcement learning
    15 years 7 months ago
    Applications of the self-organising map to reinforcement learning
    Download  ozark.hendrix.edu
    Andrew James Smith
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    EUROGP
    2010
    Springer
    217views Optimization» more  EUROGP 2010»
    Evolving Genes to Balance a Pole
    16 years 1 months ago
    Evolving Genes to Balance a Pole
    Download  hal.archives-ouvertes.fr
    We discuss how to use a Genetic Regulatory Network as an evolutionary representation to solve a typical GP reinforcement problem, the pole balancing. The network is a modified ver...
    Miguel Nicolau, Marc Schoenauer, Wolfgang Banzhaf
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    NIPS
    2001
    101views Information Technology» more  NIPS 2001»
    Reinforcement Learning with Long Short-Term Memory
    15 years 8 months ago
    Reinforcement Learning with Long Short-Term Memory
    Download  staff.science.uva.nl
    This paper presents reinforcement learning with a Long ShortTerm Memory recurrent neural network: RL-LSTM. Model-free RL-LSTM using Advantage learning and directed exploration can...
    Bram Bakker
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