Adaptive Dynamic Programming: Single and Multiple Controllers

by Ruizhuo Song, Qing Li, Qinglai Wei

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Part I: Preparation.- Introduction to optimal control and adaptive dynamic programming.- Neural networks implementation.- Part II: Optimal control for system with single controller.- Finite-time optimal control.- Multi-objective optimal control.- Multiple actor-critic optimal control via ADP.- Optimal control for complex-valued nonlinear systems.- Chaotic systems optimal tracking control.- Part III: Multi-player systems games.- Optimal control for unknown systems with disturbances.- Zero-sum differential games.- Non-Zero-Sum games.- Synchronization control for multi-agent games.

Format:Hardcover

Language:English

ISBN:9811317119

ISBN13:9789811317118

Release Date:January 2019

Publisher:Springer

Length:271 Pages

Weight:1.28 lbs.

Dimensions:0.7" x 6.1" x 9.2"

Related Subjects

Computers Computers & Technology Engineering Technology

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Adaptive Dynamic Programming: Single and Multiple Controllers

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