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

A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes
Michael Kearns, Yishay Mansour, and Andrew Y. Ng, 2002

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BibTeX Entry

@Article{Kearns+MN:2002,
  author =       "Kearns, Michael and Mansour, Yishay and Ng, Andrew Y.",
  title =        "A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes",
  journal =      "Machine Learning",
  year =         "2002",
  volume =    "49",
  number =    "2--3",
  pages =     "193-208",
  url = "http://www.cis.upenn.edu/~mkearns/papers/sparseplan.pdf",
  bib2html_rescat = "MDP",
}