Handbook of Learning and Approximate Dynamic Programming

Handbook of Learning and Approximate Dynamic Programming
Author: Jennie Si
Publisher: John Wiley & Sons
Total Pages: 670
Release: 2004-08-02
Genre: Technology & Engineering
ISBN: 9780471660545


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A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code Provides a tutorial that readers can use to start implementing the learning algorithms provided in the book Includes ideas, directions, and recent results on current research issues and addresses applications where ADP has been successfully implemented The contributors are leading researchers in the field


Handbook of Learning and Approximate Dynamic Programming
Language: en
Pages: 670
Authors: Jennie Si
Categories: Technology & Engineering
Type: BOOK - Published: 2004-08-02 - Publisher: John Wiley & Sons

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A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code Provides a tutorial that readers can use to start implementing t
Approximate Dynamic Programming
Language: en
Pages: 487
Authors: Warren B. Powell
Categories: Mathematics
Type: BOOK - Published: 2007-10-05 - Publisher: John Wiley & Sons

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A complete and accessible introduction to the real-world applications of approximate dynamic programming With the growing levels of sophistication in modern-day
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 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, second edition
Language: en
Pages: 549
Authors: Richard S. Sutton
Categories: Computers
Type: BOOK - Published: 2018-11-13 - Publisher: MIT Press

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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