Draguna Vrabie

(Author)

Optimal Adaptive Control and Differential Games by Reinforcement Learning PrinciplesHardcover, 19 November 2012

Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles
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Part of Series
Control, Robotics and Sensors
Part of Series
Iee Control Engineering
Print Length
304 pages
Language
English
Publisher
Institution of Engineering & Technology
Date Published
19 Nov 2012
ISBN-10
1849194890
ISBN-13
9781849194891

Description

This book gives an exposition of recently developed approximate dynamic programming (ADP) techniques for decision and control in human engineered systems. ADP is a reinforcement machine learning technique that is motivated by learning mechanisms in biological and animal systems. It is connected from a theoretical point of view with both adaptive control and optimal control methods. The book shows how ADP 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. Generally, in the current literature adaptive controllers and optimal controllers are two distinct methods for the design of automatic control systems. Traditional adaptive controllers learn online in real time how to control systems, but do not yield optimal performance. On the other hand, traditional optimal controllers must be designed offline using full knowledge of the systems dynamics. It is also shown how to use ADP methods to solve multi-player differential games online. Differential games have been shown to be important in H-infinity robust control for disturbance rejection, and in coordinating activities among multiple agents in networked teams. The focus of this book is on continuous-time systems, whose dynamical models can be derived directly from physical principles based on Hamiltonian or Lagrangian dynamics.

Product Details

Authors:
Draguna VrabieKyriakos G VamvoudakisFrank L Lewis
Book Format:
Hardcover
Country of Origin:
GB
Date Published:
19 November 2012
Dimensions:
23.39 x 15.6 x 1.91 cm
Genre:
Science/Technology Aspects
ISBN-10:
1849194890
ISBN-13:
9781849194891
Language:
English
Location:
Stevenage
Pages:
304
Weight:
603.28 gm

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