Cover image for Reinforcement learning and dynamic programming using function approximators
Title:
Reinforcement learning and dynamic programming using function approximators
Author:
Busoniu, Lucian.
ISBN:
9781439821091
Publication Information:
Boca Raton : CRC Press, 2010.
Physical Description:
xiii, 270 p. : ill.
Series:
Automation and control engineering ; 39
Series Title:
Automation and control engineering ; 39
Contents:
ch. 1. Introduction -- ch. 2. An introduction to dynamic programming and reinforcement learning -- ch. 3. Dynamic programming and reinforcement learning in large and continuous spaces -- ch. 4. Approximate value iteration with a fuzzy representation -- ch. 5. Approximate policy iteration for online learning and continuous-action control -- ch. 6. Approximate policy search with cross-entropy optimization of basis functions.
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