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    EWRL
    2008
    133views Machine Learning» more  EWRL 2008»
    Exploiting Additive Structure in Factored MDPs for Reinforcement Learning
    13 years 9 months ago
    Exploiting Additive Structure in Factored MDPs for Reinforcement Learning
    Download  ewrl08.futurs.inria.fr
    Thomas Degris, Olivier Sigaud, Pierre-Henri Wuille...
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    ML
    2008
    ACM
    95views Machine Learning» more  ML 2008»
    Transfer in variable-reward hierarchical reinforcement learning
    13 years 7 months ago
    Transfer in variable-reward hierarchical reinforcement learning
    Download  web.engr.oregonstate.edu
    Neville Mehta, Sriraam Natarajan, Prasad Tadepalli...
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    ML
    2000
    ACM
    133views Machine Learning» more  ML 2000»
    Convergence Results for Single-Step On-Policy Reinforcement-Learning Algorithms
    13 years 7 months ago
    Convergence Results for Single-Step On-Policy Reinforcement-Learning Algorithms
    Download  www.cs.rutgers.edu
    Satinder P. Singh, Tommi Jaakkola, Michael L. Litt...
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    ICAART
    2010
    INSTICC
    509views Intelligent Agents» more  ICAART 2010»
    Complexity of Stochastic Branch and Bound Methods for Belief Tree Search in Bayesian Reinforcement Learning
    14 years 4 months ago
    Complexity of Stochastic Branch and Bound Methods for Belief Tree Search in Bayesian Reinforcement Learning
    Download  arxiv.org
    There has been a lot of recent work on Bayesian methods for reinforcement learning exhibiting near-optimal online performance. The main obstacle facing such methods is that in most...
    Christos Dimitrakakis
    posted by olethros
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    NIPS
    2000
    112views Information Technology» more  NIPS 2000»
    Balancing Multiple Sources of Reward in Reinforcement Learning
    13 years 9 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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