Adaptive Dynamic Programming: Single and Multiple Controllers

Adaptive Dynamic Programming: Single and Multiple Controllers
Author :
Publisher : Springer
Total Pages : 278
Release :
ISBN-13 : 9789811317125
ISBN-10 : 9811317127
Rating : 4/5 (27 Downloads)

Book Synopsis Adaptive Dynamic Programming: Single and Multiple Controllers by : Ruizhuo Song

Download or read book Adaptive Dynamic Programming: Single and Multiple Controllers written by Ruizhuo Song and published by Springer. This book was released on 2018-12-28 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a class of novel optimal control methods and games schemes based on adaptive dynamic programming techniques. For systems with one control input, the ADP-based optimal control is designed for different objectives, while for systems with multi-players, the optimal control inputs are proposed based on games. In order to verify the effectiveness of the proposed methods, the book analyzes the properties of the adaptive dynamic programming methods, including convergence of the iterative value functions and the stability of the system under the iterative control laws. Further, to substantiate the mathematical analysis, it presents various application examples, which provide reference to real-world practices.


Adaptive Dynamic Programming: Single and Multiple Controllers Related Books

Adaptive Dynamic Programming: Single and Multiple Controllers
Language: en
Pages: 278
Authors: Ruizhuo Song
Categories: Technology & Engineering
Type: BOOK - Published: 2018-12-28 - Publisher: Springer

DOWNLOAD EBOOK

This book presents a class of novel optimal control methods and games schemes based on adaptive dynamic programming techniques. For systems with one control inp
Robust Adaptive Dynamic Programming
Language: en
Pages: 220
Authors: Yu Jiang
Categories: Science
Type: BOOK - Published: 2017-04-13 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

A comprehensive look at state-of-the-art ADP theory and real-world applications This book fills a gap in the literature by providing a theoretical framework for
Adaptive Dynamic Programming with Applications in Optimal Control
Language: en
Pages: 0
Authors: Derong Liu
Categories: Technology & Engineering
Type: BOOK - Published: 2017-01-12 - Publisher: Springer

DOWNLOAD EBOOK

This book covers the most recent developments in adaptive dynamic programming (ADP). The text begins with a thorough background review of ADP making sure that r
Approximate Dynamic Programming
Language: en
Pages: 487
Authors: Warren B. Powell
Categories: Mathematics
Type: BOOK - Published: 2007-10-05 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

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

DOWNLOAD EBOOK

Reinforcement learning (RL) and adaptive dynamic programming (ADP) has been one of the most critical research fields in science and engineering for modern compl