Reinforcement Learning and Dynamic Programming Using Function Approximators

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Reinforcement Learning and Dynamic Programming Using Function Approximators - Busoniu, Lucian, and Babuska, Robert, and De Schutter, Bart

Reinforcement learning and dynamic programming are key research areas in machine learning and artificial intelligence. This monograph describes algorithms from each of the three major classes of these techniques - value iteration, policy iteration, and direct policy search. Using illustrative examples, the text discusses the performance of these ...

Reinforcement Learning and Dynamic Programming Using Function Approximators 2010, CRC Press, Boca Raton, FL

ISBN-13: 9781439821084

Hardcover

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