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    2002
    ACM
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    A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes
    13 years 4 months ago
    A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes
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    An issue that is critical for the application of Markov decision processes MDPs to realistic problems is how the complexity of planning scales with the size of the MDP. In stochas...
    Michael J. Kearns, Yishay Mansour, Andrew Y. Ng
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