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Reinforcement Learning and Dynamic Programming Using Function Approximators
Language: en
Pages: 280
Authors: Lucian Busoniu
Categories: Computers
Type: BOOK - Published: 2017-07-28 - Publisher: CRC Press

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From household appliances to applications in robotics, engineered systems involving complex dynamics can only be as effective as the algorithms that control the
Reinforcement Learning and Dynamic Programming Using Function Approximators
Language: en
Pages: 335
Authors: Lucian Busoniu
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Type: BOOK - Published: 2017-07-28 - Publisher: CRC Press

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From household appliances to applications in robotics, engineered systems involving complex dynamics can only be as effective as the algorithms that control the
A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning
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Authors: Alborz Geramifard
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This tutorial reviews techniques for planning and learning in Markov Decision Processes (MDPs) with linear function approximation of the value function. Two maj
Reinforcement Learning and Dynamic Programming Using Function Approximators
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Reinforcement Learning and Dynamic Programming Using Function Approximators By Lucian Busoniu
Algorithms for Reinforcement Learning
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Authors: Csaba Grossi
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Reinforcement learning is a learning paradigm concerned with learning to control a system so as to maximize a numerical performance measure that expresses a lon