Statistical reinforcement learning : modern machine learning approaches /
Sugiyama, Masashi, 1974-
Statistical reinforcement learning : modern machine learning approaches / Masashi Sugiyama - Boca Raton, FL : CRC Press, 2015 - xiii, 192 p. : ill. ; 24 cm. - Chapman & Hall/CRC machine learning & pattern recognition series . - Chapman & Hall/CRC machine learning & pattern recognition .
Includes bibliographical references and index
1. Introduction -- 2. Model-free policy iteration -- 3. Model-free policy search -- 4. Model-based reinforcement learning
9781439856895 (hbk.)
Reinforcement learning--Statistical methods
Statistical reinforcement learning : modern machine learning approaches / Masashi Sugiyama - Boca Raton, FL : CRC Press, 2015 - xiii, 192 p. : ill. ; 24 cm. - Chapman & Hall/CRC machine learning & pattern recognition series . - Chapman & Hall/CRC machine learning & pattern recognition .
Includes bibliographical references and index
1. Introduction -- 2. Model-free policy iteration -- 3. Model-free policy search -- 4. Model-based reinforcement learning
9781439856895 (hbk.)
Reinforcement learning--Statistical methods