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AI based Robot Safe Learning and Control

Language EnglishEnglish
Book Hardback
Book AI based Robot Safe Learning and Control Xuefeng Zhou
Libristo code: 28722081
Publishers Springer Verlag, Singapore, June 2020
This open access book mainly focuses on the safe control of robot manipulators. The control schemes... Full description
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This open access book mainly focuses on the safe control of robot manipulators. The control schemes are mainly developed based on dynamic neural network, which is an important theoretical branch of deep reinforcement learning. In order to enhance the safety performance of robot systems, the control strategies include adaptive tracking control for robots with model uncertainties, compliance control in uncertain environments, obstacle avoidance in dynamic workspace. The idea for this book on solving safe control of robot arms was conceived during the industrial applications and the research discussion in the laboratory. Most of the materials in this book are derived from the authors' papers published in journals, such as IEEE Transactions on Industrial Electronics, neurocomputing, etc. This book can be used as a reference book for researcher and designer of the robotic systems and AI based controllers, and can also be used as a reference book for senior undergraduate and graduate students in colleges and universities.

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About the book

Full name AI based Robot Safe Learning and Control
Language English
Binding Book - Hardback
Date of issue 2020
Number of pages 127
EAN 9789811555022
Libristo code 28722081
Weight 454
Dimensions 155 x 235 x 14
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