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Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles
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The book reviews developments in the following fields: optimal adaptive control; online differential games; reinforcement learning principles; and dynamic feedb
Handbook of Reinforcement Learning and Control
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This handbook presents state-of-the-art research in reinforcement learning, focusing on its applications in the control and game theory of dynamic systems and f
Intelligent Optimal Adaptive Control for Mechatronic Systems
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The book deals with intelligent control of mobile robots, presenting the state-of-the-art in the field, and introducing new control algorithms developed and tes
Reinforcement Learning, second edition
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Authors: Richard S. Sutton
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The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intellig
Reinforcement Learning and Optimal Control
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Authors: Dimitri Bertsekas
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This book considers large and challenging multistage decision problems, which can be solved in principle by dynamic programming (DP), but their exact solution i