Intelligent Optimal Adaptive Control for Mechatronic Systems
Autor: | Marcin Szuster, Zenon Hendzel |
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EAN: | 9783319688268 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 28.12.2017 |
Kategorie: | |
Schlagworte: | Bellman's Dynamic Programming DHP Method GDHP Controller Heuristic Dynamic Programming Learning Without a Model Neural Tracking Control Nonlinear Systems Robotic Manipulators Supervised and Unsupervised Learning Two-wheeled Mobile Robots |
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The book deals with intelligent control of mobile robots, presenting the state-of-the-art in the field, and introducing new control algorithms developed and tested by the authors. It also discusses the use of artificial intelligent methods like neural networks and neuraldynamic programming, including globalised dual-heuristic dynamic programming, for controlling wheeled robots and robotic manipulators,and compares them to classical control methods.