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Learning Control Applications in Robotics and Complex Dynamical Systems - Dan Zhang,Bin Wei

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2020-12-10
258,47 € 430,78 €

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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 adapt ... Täielik kirjeldus

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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.

Lisateave

Autor Dan Zhang, Bin Wei
Kirjastaja Elsevier Science
Väljalaskeaasta 2020
Kaanetüüp Pehme kaanega
EAN 9780128223147
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Te vaatate: Learning Control Applications in Robotics and Complex Dynamical Systems
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258,47 € 430,78 €