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AI based Robot Safe Learning and Control

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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...

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Main Author: Zhou, Xuefeng (auth)
Other Authors: Xu, Zhihao (auth), Li, Shuai (auth), Wu, Hongmin (auth), Cheng, Taobo (auth), Lv, Xiaojing (auth)
Format: Electronic Book Chapter
Language:English
Published: Singapore Springer Nature 2020
Subjects:
Robotics
Automatic control engineering
Artificial intelligence
Robotics and Automation
Control and Systems Theory
Artificial Intelligence
Robotic Engineering
Safe Control
Deep Reinforcement Learning
Recurrent Neural Network
Force Control
Obstacle Ovoidance
Adaptive Control
Trajectory Tracking
Open Access
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DOAB: description of the publication
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AI based Robot Safe Learning and Control by Zhou, Xuefeng, Xu, Zhihao, Li, Shuai, Wu, Hongmin, Cheng, Taobo, Lv, Xiaojing

Published 2020
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