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Book: Reinforcement Learning and Dynamic Programming Using Function Approximators
Reinforcement Learning and Dynamic Programming Using Function Approximators. CRC Press, Automation and Control Engineering Series. April 2010, 280 pages, ISBN 978-1439821084. A concise introduction to the basics of RL and DP. A detailed treatment of RL and DP with function approximators for continuous-variable problems, with theoretical results and illustrative examples. A thorough treatment of policy search techniques. An extensive, illustrative theoretical analysis of a representative algorithm. The mo...
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