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Reinforcement Learning for Optimal Feedback Control
Language: en
Pages: 305
Authors: Rushikesh Kamalapurkar
Categories: Technology & Engineering
Type: BOOK - Published: 2018-05-10 - Publisher: Springer

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Reinforcement Learning for Optimal Feedback Control develops model-based and data-driven reinforcement learning methods for solving optimal control problems in
Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles
Language: en
Pages: 305
Authors: Draguna L. Vrabie
Categories: Computers
Type: BOOK - Published: 2013 - Publisher: IET

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The book reviews developments in the following fields: optimal adaptive control; online differential games; reinforcement learning principles; and dynamic feedb
Reinforcement Learning and Approximate Dynamic Programming for Feedback Control
Language: en
Pages: 498
Authors: Frank L. Lewis
Categories: Technology & Engineering
Type: BOOK - Published: 2013-01-28 - Publisher: John Wiley & Sons

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Reinforcement learning (RL) and adaptive dynamic programming (ADP) has been one of the most critical research fields in science and engineering for modern compl
Reinforcement Learning and Optimal Control
Language: zh-CN
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Authors: Dimitri P. Bertsekas
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From Motor Learning to Interaction Learning in Robots
Language: en
Pages: 538
Authors: Olivier Sigaud
Categories: Computers
Type: BOOK - Published: 2012-05-04 - Publisher: Springer

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From an engineering standpoint, the increasing complexity of robotic systems and the increasing demand for more autonomously learning robots, has become essenti