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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：375/62  |  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：196/0  |  提交时间：2022/06/10
saliency Detection  robot Learning  push-grasp  target-oriented Grasping  deep Q Network  
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：272/54  |  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：169/70  |  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：313/47  |  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：149/28  |  提交时间：2020/08/27
learn from demonstrations  simulation  real-world demonstrations  coordinate transformation  
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：316/123  |  提交时间：2020/08/27
Information and sensor fusion  Perception and sensing  Intelligent robotics  Deep neural networks  Visual-tactile fusion perception  
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：223/66  |  提交时间：2020/08/27
Pose Estimation  Autoencoder  6D Object Detection  Category Level  
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：257/62  |  提交时间：2020/06/02
robot  policy learning  reality gap  simulated environment  deep reinforcement learning  
Prediction-Based Seabed Terrain Following Control for an Underwater Vehicle-Manipulator System 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 卷号: 51, 期号: 无, 页码: 无
作者:  Cai, Mingxue;  Wang, Yu;  Wang, Shuo;  Wang, Rui;  Cheng, Long;  Tan, Min
Adobe PDF(2339Kb)  |  收藏  |  浏览/下载：249/62  |  提交时间：2020/05/07
Seabed Terrain Following Control (STFC)  Seabed Terrain Prediction  Underwater Vehicle Control  UVMS