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Statistical reinforcement learning :modern machine learning approaches Masashi Sugiyama, University of Tokyo, Tokyo, Japan.

By: Material type: TextTextSeries: Chapman & Hall/CRC machine learning & pattern recognition seriesPublication details: Boca Raton: CRC Press; 2015Description: xiii, 192 pages : illustrations ; 25 cmISBN:
  • 9781439856895 (hb)
Subject(s): DDC classification:
  • 006.31 SUG/Sta 23
LOC classification:
  • Q325.6 .S84 2015
Contents:
1. Introduction -- 2. Model-free policy iteration -- 3. Model-free policy search -- 4. Model-based reinforcement learning.
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Includes bibliographical references and index.

1. Introduction -- 2. Model-free policy iteration -- 3. Model-free policy search -- 4. Model-based reinforcement learning.

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