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Learning Control

Learning Control

Applications in Robotics and Complex Dynamical Systems

by Dan Zhang and Bin Wei
Paperback
Publication Date: 01/02/2021

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Learning Control: Applications in Robotics and Complex Dynamical Systems provides a foundational understanding of control theory while also introducing exciting cutting-edge technologies in the field of learning-based control. State-of-the-art techniques involving machine learning and artificial intelligence (AI) are covered, as are foundational control theories and more established techniques such as adaptive learning control, reinforcement learning control, impedance control, and deep reinforcement control. Each chapter includes case studies and real-world applications in robotics, AI, aircraft and other vehicles and complex dynamical systems. Computational methods for control systems, particularly those used for developing AI and other machine learning techniques, are also discussed at length.
ISBN:
9780128223147
9780128223147
Category:
Electricity
Format:
Paperback
Publication Date:
01-02-2021
Language:
English
Publisher:
Elsevier
Country of origin:
United States
Dimensions (mm):
228.6x152.4mm

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