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