A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes

Michael J. Kearns, Yishay Mansour, Andrew Y. Ng. A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes. In Thomas Dean, editor, Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, IJCAI 99, Stockholm, Sweden, July 31 - August 6, 1999. 2 Volumes, 1450 pages. pages 1324-1231, Morgan Kaufmann, 1999.

Authors

Michael J. Kearns

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Yishay Mansour

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Andrew Y. Ng

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