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  • Search: subject:"Learning acceleration"
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Year of publication
Subject
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Automatic assembly 1 Learning acceleration 1 Multiple peg-in-hole 1 Reinforcement learning 1 Safety assurance mechanism 1
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Undetermined 1
Type of publication
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Article 1
Type of publication (narrower categories)
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research-article 1
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English 1
Author
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Li, Xinwang 1 Liu, Haitao 1 Wang, Guodong 1 Xiao, Juliang 1 Zhao, Wei 1
Published in...
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Industrial Robot: the international journal of robotics research and application 1
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Other ZBW resources 1
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Multiple peg-in-hole compliant assembly based on a learning-accelerated deep deterministic policy gradient strategy
Li, Xinwang; Xiao, Juliang; Zhao, Wei; Liu, Haitao; … - In: Industrial Robot: the international journal of robotics … 49 (2022) 1, pp. 54-64
Purpose As complex analysis of contact models is required in the traditional assembly strategy, it is still a challenge for a robot to complete the multiple peg-in-hole assembly tasks autonomously. This paper aims to enable the robot to complete the assembly tasks autonomously and more...
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