Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles

Author: Draguna Vrabie
Edition: Lslf
Binding: Hardcover
ISBN: 1849194890

Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles (Control Engineering)

Adaptive controllers and optimal controllers are two distinct methods for the design of automatic control systems. Download Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles (Control Engineering) from rapidshare, mediafire, 4shared. Adaptive controllers learn online in real time how to control systems but do not yield optimal performance, whereas optimal controllers must be designed offline using full knowledge of the systems dynamics. This book shows how approximate dynamic programming - a reinforcement machine learning technique that is motivated by learning mechanisms in biological and animal systems - can be used to design a family of adaptive optimal control algorithms that converge in real-time to optimal control solutions by measuring data along the system trajectories. The book also describes how to use approximate dynamic programming methods to so Search and find a lot of engineering books in many category availabe for free download.

Download Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles

Download Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles engineering books for free. Adaptive controllers learn online in real time how to control systems but do not yield optimal performance, whereas optimal controllers must be designed offline using full knowledge of the systems dynamics The book also describes how to use approximate dynamic programming methods to so

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