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CASIA OpenIR
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Review on Peg-in-Hole Insertion Technology Based on Reinforcement Learning 会议论文
, Chongqing, China, 2023-11
作者:  Shen Liancheng;  Su Jianhua;  Zhang Xiaodong
Adobe PDF(254Kb)  |  收藏  |  浏览/下载：35/18  |  提交时间：2024/06/24
—Robot Peg-in-hole Insertion  Reinforcement Learning  Meta-Reinforcement Learning  
Reinforcement Learning Based Variable Impedance Control for High Precision Human-robot Collaboration Tasks 会议论文
, 线上, July 3-5, 2021
作者:  Meng, Yan;  Su, Jianhua;  Wu, Jiaxi
Adobe PDF(6621Kb)  |  收藏  |  浏览/下载：220/52  |  提交时间：2022/06/15
Learning to Assemble Noncylindrical Parts Using Trajectory Learning and Force Tracking 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021, 页码: 12
作者:  Su, Jianhua;  Meng, Yan;  Wang, Lili;  Yang, Xu
Adobe PDF(4865Kb)  |  收藏  |  浏览/下载：369/63  |  提交时间：2022/01/27
Force  Trajectory  Robots  Task analysis  Hidden Markov models  Impedance  Training  Assembly skill  impedance control  learning from demonstration  movement primitives (MPs)  
Visual affordance detection using an efficient attention convolutional neural network 期刊论文
NEUROCOMPUTING, 2021, 卷号: 440, 期号: 2021, 页码: 36-44
作者:  Gu, Qipeng;  Su, Jianhua;  Yuan, Lei
Adobe PDF(1561Kb)  |  收藏  |  浏览/下载：369/76  |  提交时间：2021/06/15
Affordance detection  Attention mechanism  Up-sampling layer  
WAGNN: A Weighted Aggregation Graph Neural Network for robot skill learning 期刊论文
ROBOTICS AND AUTONOMOUS SYSTEMS, 2020, 卷号: 130, 页码: 9
作者:  Zhang, Fengyi;  Liu, Zhiyong;  Xiong, Fangzhou;  Su, Jianhua;  Qiao, Hong
Adobe PDF(1550Kb)  |  收藏  |  浏览/下载：372/58  |  提交时间：2020/07/20
Skill transfer learning  Serial structures  Robot skill learning  Graph Neural Network  
Addressing Reward Engineering for Deep Reinforcement Learning on Multi-stage Task 会议论文
, Australia, 2019-12
作者:  Chen, Bin;  Su, Jianhua
浏览  |  Adobe PDF(1169Kb)  |  收藏  |  浏览/下载：352/88  |  提交时间：2020/06/08