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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：249/60  |  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
浏览  |  Adobe PDF(1917Kb)  |  收藏  |  浏览/下载：321/56  |  提交时间：2020/04/07
Active SLAM  exploration  information-based  simultaneous localization and mapping  path planning  
Learning Category-level Implicit 3D Rotation Representations for 6D Pose Estimation from RGB Images 会议论文
, 中国云南省大理市, 2019-12
作者:  Li, Xiaocan;  Cai, Yinghao;  Wang, Shuo;  Lu, Tao
浏览  |  Adobe PDF(4647Kb)  |  收藏  |  浏览/下载：216/64  |  提交时间：2020/08/27
Pose Estimation  Autoencoder  6D Object Detection  Category Level  
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
浏览  |  Adobe PDF(1796Kb)  |  收藏  |  浏览/下载：372/62  |  提交时间：2019/12/16
Dual arm  hidden semi-Markov model  goal prediction  operation assistance  virtual reality  
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：147/28  |  提交时间：2020/08/27
learn from demonstrations  simulation  real-world demonstrations  coordinate transformation