Title
Deep reinforcement learning-based safe interaction for industrial human-robot collaboration using intrinsic reward function
Abstract
•A method for safe interaction in industrial human-robot collaboration is proposed.•A specific reward function with intrinsic reward and extrinsic reward is designed.•Safety and task are considered simultaneously.•It contributes to safe human-robot collaboration and reward shaping.
Year
DOI
Venue
2021
10.1016/j.aei.2021.101360
Advanced Engineering Informatics
Keywords
DocType
Volume
Industrial human-robot collaboration,Collision avoidance,Deep reinforcement learning,Intrinsic reward function
Journal
49
ISSN
Citations 
PageRank 
1474-0346
1
0.36
References 
Authors
0
5
Name
Order
Citations
PageRank
Quan Liu173.52
Zhihao Liu26016.13
Bo Xiong310.36
Wenjun Xu410.70
Yang Liu5598.09