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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

From household appliances to applications in robotics, engineered systems involving complex dynamics can only be as effective as the algorithms that control them. While Dynamic Programming (DP) has provided researchers with a way to optimally solve decision and control problems involving complex dynamic systems, its practical value was limited by ...

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

ISBN-13: 9781439821084

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