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    IUI
    2009
    ACM
    110views Software Engineering» more  IUI 2009»
    A bayesian reinforcement learning approach for customizing human-robot interfaces
    15 years 4 months ago
    A bayesian reinforcement learning approach for customizing human-robot interfaces
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    Amin Atrash, Joelle Pineau
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    UAI
    2008
    257views Artificial Intelligence» more  UAI 2008»
    Model-Based Bayesian Reinforcement Learning in Large Structured Domains
    14 years 11 months ago
    Model-Based Bayesian Reinforcement Learning in Large Structured Domains
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    Model-based Bayesian reinforcement learning has generated significant interest in the AI community as it provides an elegant solution to the optimal exploration-exploitation trade...
    Stéphane Ross, Joelle Pineau
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    GECCO
    2003
    Springer
    110views Optimization» more  GECCO 2003»
    An Evolutionary Approach to Automatic Construction of the Structure in Hierarchical Reinforcement Learning
    15 years 2 months ago
    An Evolutionary Approach to Automatic Construction of the Structure in Hierarchical Reinforcement Learning
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    Stefan Elfwing, Eiji Uchibe, Kenji Doya
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    IJCAI
    2007
    254views Artificial Intelligence» more  IJCAI 2007»
    Bayesian Inverse Reinforcement Learning
    14 years 11 months ago
    Bayesian Inverse Reinforcement Learning
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    Inverse Reinforcement Learning (IRL) is the problem of learning the reward function underlying a Markov Decision Process given the dynamics of the system and the behaviour of an e...
    Deepak Ramachandran, Eyal Amir
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    BMCBI
    2011
    252views Artificial Intelligence» more  BMCBI 2011»
    A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-w
    14 years 1 months ago
    A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-w
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    Background: Discovering the genetic basis of common genetic diseases in the human genome represents a public health issue. However, the dimensionality of the genetic data (up to 1...
    Raphael Mourad, Christine Sinoquet, Philippe Leray
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