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CASIA OpenIR
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Programming by Visual Demonstration for Pick-and-Place Tasks using Robot Skills 会议论文
, 云南大理, 2019-12-06
作者:  Hao P(郝鹏);  Lu T(鲁涛);  Cai YH(蔡莹皓);  Wang S(王硕)
Adobe PDF(1297Kb)  |  收藏  |  浏览/下载：233/58  |  提交时间：2023/02/08
Meta-Imitation Learning by Watching Video Demonstrations 会议论文
, 线上, 2022.4.25-2022.4.29
作者:  Li, Jiayi;  Lu, Tao;  Cao, Xiaoge;  Cai, Yinghao;  Wang, Shuo
Adobe PDF(8968Kb)  |  收藏  |  浏览/下载：253/66  |  提交时间：2022/06/14
SOZIL: Self-Optimal Zero-shot Imitation Learning 期刊论文
IEEE Trans on Cognitive and Developmental System, 2021, 卷号: 15, 期号: 1, 页码: 1
作者:  Peng Hao;  Tao Lu;  Shaowei Cui;  Junhang Wei;  Yinghao Cai;  Shuo Wang
Adobe PDF(13840Kb)  |  收藏  |  浏览/下载：196/40  |  提交时间：2022/04/08
imitation learning  learning from observation  keyframe demonstration  
Meta-Residual Policy Learning: Zero-Trial Robot Skill Adaptation via Knowledge Fusion 期刊论文
IEEE Robotics and Automation Letters, 2022, 卷号: 7, 期号: 7, 页码: 3656-3663
作者:  Peng Hao;  Tao Lu;  Shaowei Cui;  Junhang Wei;  YInghao Cai;  Shuo Wang
Adobe PDF(1750Kb)  |  收藏  |  浏览/下载：248/47  |  提交时间：2022/04/08
meta-learning  residual 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：214/89  |  提交时间：2020/09/27
robot  manipulation skill learning  multi-step complex task  curriculum learning  
ACDER: Augmented Curiosity-Driven Experience Replay 会议论文
, Paris, France, 2020.05.31-2020.08.31
作者:  Li, Boyao;  Lu, Tao;  Li, Jiayi;  Lu, Ning;  Cai, Yinghao;  Wang, Shuo
浏览  |  Adobe PDF(3303Kb)  |  收藏  |  浏览/下载：272/86  |  提交时间：2020/08/27
Curiosity-Driven Exploration for Off-Policy Reinforcement Learning Methods 会议论文
, Dali, China, 2019.12.06-2019.12.08
作者:  Li, Boyao;  Lu, Tao;  Li, Jiayi;  Lu, Ning;  Cai, Yinghao;  Wang, Shuo
浏览  |  Adobe PDF(2877Kb)  |  收藏  |  浏览/下载：223/76  |  提交时间：2020/08/27
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：176/40  |  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：280/72  |  提交时间：2020/06/02
robot  policy learning  reality gap  simulated environment  deep reinforcement learning  
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：435/70  |  提交时间：2019/12/16
Dual arm  hidden semi-Markov model  goal prediction  operation assistance  virtual reality