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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：335/54  |  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)  
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：251/50  |  提交时间：2022/06/06
In-hand object localization  robotic manipulation  tactile sensor  
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：174/0  |  提交时间：2022/06/10
saliency Detection  robot Learning  push-grasp  target-oriented Grasping  deep Q Network  
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：289/45  |  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：242/59  |  提交时间：2020/06/02
robot  policy learning  reality gap  simulated environment  deep reinforcement learning  
Generalized Visual-Tactile Transformer Network for Slip Detection 会议论文
, 在线会议, 2020-6
作者:  Cui, Shaowei;  Wei, Junhang;  Li, Xiaocan;  Wang, Rui;  Wang, Yu;  Wang, Shuo
浏览  |  Adobe PDF(1399Kb)  |  收藏  |  浏览/下载：291/118  |  提交时间：2020/08/27
Information and sensor fusion  Perception and sensing  Intelligent robotics  Deep neural networks  Visual-tactile fusion perception  
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：157/66  |  提交时间：2020/09/27
robot  manipulation skill learning  multi-step complex task  curriculum 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：306/54  |  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：203/63  |  提交时间：2020/08/27
Pose Estimation  Autoencoder  6D Object Detection  Category Level  
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
浏览  |  Adobe PDF(777Kb)  |  收藏  |  浏览/下载：388/130  |  提交时间：2019/05/08
dynamic parameter calibration  friction calibration  robot dynamics  industrial manipulator  dynamic models