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CASIA OpenIR
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In-Hand Object Localization Using a Novel High-Resolution Visuotactile Sensor 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 卷号: 69, 期号: 6, 页码: 6015-6025
作者:  Cui, Shaowei;  Wang, Rui;  Hu, Jingyi;  Wei, Junhang;  Wang, Shuo;  Lou, Zheng
Adobe PDF(4222Kb)  |  收藏  |  浏览/下载：290/59  |  提交时间：2022/06/06
In-hand object localization  robotic manipulation  tactile sensor  
Manipulation Skill Learning on Multi-step Complex Task Based on Explicit and Implicit Curriculum Learning 期刊论文
SCIENCE CHINA Information Sciences, 2020, 卷号: 0, 期号: 0, 页码: 0-0
作者:  Liu, Naijun;  Lu, Tao;  Cai, Yinghao;  Wang, Rui;  Wang, Shuo
Adobe PDF(2456Kb)  |  收藏  |  浏览/下载：178/73  |  提交时间：2020/09/27
robot  manipulation skill learning  multi-step complex task  curriculum learning  
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：326/53  |  提交时间：2020/08/31
Grasping  perception for grasping and manipulation  multi-modal perception  force and tactile sensing  
An Automatic Robot Skills Learning System from Robot's Real-World Demonstrations 会议论文
, Nanchang, China, 2019.06.03-2019.06.05
作者:  Li, Boyao;  Lu, Tao;  Li, Xiaocan;  Cai, Yinghao;  Wang, Shuo
浏览  |  Adobe PDF(10072Kb)  |  收藏  |  浏览/下载：155/30  |  提交时间：2020/08/27
learn from demonstrations  simulation  real-world demonstrations  coordinate transformation  
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
浏览  |  Adobe PDF(6287Kb)  |  收藏  |  浏览/下载：261/63  |  提交时间：2020/06/02
robot  policy learning  reality gap  simulated environment  deep reinforcement learning