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CASIA OpenIR

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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：331/54  |  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)  
Picking out the Impurities: Attention-based Push-Grasping in Dense Clutter 期刊论文
ROBOTICA, 2022, 页码: 16
作者:  Lu, Ning;  Cai, Yinghao;  Lu, Tao;  Cao, Xiaoge;  Guo, Weiyan;  Wang, Shuo
收藏  |  浏览/下载：170/0  |  提交时间：2022/06/10
saliency Detection  robot Learning  push-grasp  target-oriented Grasping  deep Q Network  
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：239/59  |  提交时间：2020/06/02
robot  policy learning  reality gap  simulated environment  deep reinforcement learning  
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
浏览  |  Adobe PDF(2456Kb)  |  收藏  |  浏览/下载：156/66  |  提交时间：2020/09/27
robot  manipulation skill learning  multi-step complex task  curriculum learning  
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：200/63  |  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：346/60  |  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：136/26  |  提交时间：2020/08/27
learn from demonstrations  simulation  real-world demonstrations  coordinate transformation