Learning Control : Applications in Robotics and Complex Dynamical Systems
Book Details
Format
Paperback / Softback
ISBN-10
0128223146
ISBN-13
9780128223147
Publisher
Elsevier Science Publishing Co Inc
Imprint
Elsevier Science Publishing Co Inc
Country of Manufacture
NL
Country of Publication
GB
Publication Date
Dec 10th, 2020
Print length
280 Pages
Weight
452 grams
Dimensions
22.90 x 15.40 x 2.00 cms
Product Classification:
Mechanical engineeringElectrical engineering
Ksh 28,250.00
Manufactured on Demand
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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.
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