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Multimodal Unknown Surface Material Classification and Its Application to Physical Reasoning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 7, 页码: 4406-4416
作者:  Wei, Junhang;  Cui, Shaowei;  Hu, Jingyi;  Hao, Peng;  Wang, Shuo;  Lou, Zheng
Adobe PDF(3954Kb)  |  收藏  |  浏览/下载：346/56  |  提交时间：2022/06/10
Robots  Convolutional neural networks  Visualization  Informatics  Feature extraction  Task analysis  Haptic interfaces  Auditory and haptic information  deep learning  multimodal fusion  physical reasoning  unknown surface material classification (USMC)  
Self-Attention Based Visual-Tactile Fusion Learning for Predicting Grasp Outcomes 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2020, 卷号: 5, 期号: 4, 页码: 5827-5834
作者:  Cui, Shaowei;  Wang, Rui;  Wei, Junhang;  Hu, Jingyi;  Wang, Shuo
Adobe PDF(1535Kb)  |  收藏  |  浏览/下载：298/45  |  提交时间：2020/08/31
Grasping  perception for grasping and manipulation  multi-modal perception  force and tactile sensing  
Real-Sim-Real Transfer for Real-World Robot Control Policy Learning with Deep Reinforcement Learning 期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 5, 页码: 16
作者:  Liu, Naijun;  Cai, Yinghao;  Lu, Tao;  Wang, Rui;  Wang, Shuo
Adobe PDF(6287Kb)  |  收藏  |  浏览/下载：246/59  |  提交时间：2020/06/02
robot  policy learning  reality gap  simulated environment  deep reinforcement learning  
A high-efficiency, information-based exploration path planning method for active simultaneous localization and mapping 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2020, 卷号: 17, 期号: 1, 页码: 14
作者:  Li, Peng;  Yang, Cai-yun;  Wang, Rui;  Wang, Shuo
Adobe PDF(1917Kb)  |  收藏  |  浏览/下载：315/55  |  提交时间：2020/04/07
Active SLAM  exploration  information-based  simultaneous localization and mapping  path planning  
Parameter estimation survey for multi-joint robot dynamic calibration case study 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 10, 页码: 15
作者:  Zhang, Shaolin;  Wang, Shuo;  Jing, Fengshui;  Tan, Min
Adobe PDF(777Kb)  |  收藏  |  浏览/下载：389/130  |  提交时间：2019/05/08
dynamic parameter calibration  friction calibration  robot dynamics  industrial manipulator  dynamic models  
A Sensorless Hand Guiding Scheme Based on Model Identification and Control for Industrial Robot 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 卷号: 15, 期号: 9, 页码: 5204-5213
作者:  Zhang, Shaolin;  Wang, Shuo;  Jing, Fengshui;  Tan, Min
Adobe PDF(1113Kb)  |  收藏  |  浏览/下载：405/132  |  提交时间：2019/05/08
Dynamic model  human-robot interaction  industrial robot  parameter calibration  virtual friction  
A robotic shared control teleoperation method based on learning from demonstrations 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2019, 卷号: 16, 期号: 4, 页码: 1-13
作者:  Xi, Bao;  Wang, Shuo;  Ye, Xuemei;  Cai, Yinghao;  Lu, Tao;  Wang, Rui
Adobe PDF(1796Kb)  |  收藏  |  浏览/下载：365/61  |  提交时间：2019/12/16
Dual arm  hidden semi-Markov model  goal prediction  operation assistance  virtual reality