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Hierarchical Policy Learning With Demonstration Learning for Robotic Multiple Peg-in-Hole Assembly Tasks 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 10, 页码: 10254-10264
作者:  Yan, Shaohua;  Xu, De;  Tao, Xian
收藏  |  浏览/下载：77/0  |  提交时间：2023/11/17
Assembly model  demonstration learning (DL)  force-based control algorithm  hierarchical reinforcement learning (HRL)  peg-in-hole assembly  
A Spraying Path Planning Algorithm Based on Point Cloud Segmentation and Trajectory Sequence Optimization 期刊论文
International Journal of Control, Automation, and Systems, 2023, 页码: 16
作者:  Ruxiang Hua;  Hongxuan Ma;  Wei Zou;  Wei Zhang;  Zhuo Wang
Adobe PDF(24596Kb)  |  收藏  |  浏览/下载：181/48  |  提交时间：2023/07/03
Spraying robot  trajectory sequence optimization  optimal spraying trajectory  surface segmentation  point cloud  
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  收藏  |  浏览/下载：170/59  |  提交时间：2023/06/21
data augmentation  feature clustering  class-rebalance strategy  few-shot learning  fault diagnosis  
Auditory Feature Driven Model Predictive Control for Sound Source Approaching 期刊论文
International Journal of Control, Automation, and Systems, 2023, 卷号: 22, 期号: 2, 页码: 1-14
作者:  Wang, Zhiqing;  Zou, Wei;  Zhang, Wei;  Ma, Hongxuan;  Zhang, Chi;  Guo, Yuxin
Adobe PDF(7966Kb)  |  收藏  |  浏览/下载：178/50  |  提交时间：2023/06/20
Source approaching control, interaural time difference, robotic audition, sound source localization.