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CASIA OpenIR
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Sample-Observed Soft Actor-Critic Learning for Path Following of a Biomimetic Underwater Vehicle 期刊论文
IEEE Transactions on Automation Science and Engineering, 2023, 页码: 1-10
作者:  Ma, Ruichen;  Wang, Yu;  Wang, Shuo;  Cheng, Long;  Wang, Rui;  Tan, Ming
Adobe PDF(2902Kb)  |  收藏  |  浏览/下载：184/59  |  提交时间：2023/08/03
Autonomous Skill Learning of Water Polo Ball Heading for a Robotic Fish: Curriculum and Verification 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2023, 卷号: 15, 期号: 2, 页码: 865 - 876
作者:  Zhang Tiandong;  Wang Rui;  Wang Shuo;  Wang Yu;  Cheng Long;  Zheng Gang;  Tan Min
Adobe PDF(3052Kb)  |  收藏  |  浏览/下载：125/41  |  提交时间：2023/06/14
SOZIL: Self-Optimal Zero-shot Imitation Learning 期刊论文
IEEE Trans on Cognitive and Developmental System, 2021, 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：156/24  |  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：219/42  |  提交时间：2022/04/08
meta-learning  residual learning  
A neural network-based model predictive controller for displacement tracking of piezoelectric actuator with feedback delays 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2021, 卷号: 18, 期号: 6, 页码: 11
作者:  Du, Zhangming;  Zhou, Chao;  Cao, Zhiqiang;  Wang, Shuo;  Cheng, Long;  Tan, Min
Adobe PDF(662Kb)  |  收藏  |  浏览/下载：324/64  |  提交时间：2021/12/28
Piezoelectric actuator  neural network  displacement tracking  model predictive control  
A Novel Heterogeneous Actor-critic Algorithm with Recent Emphasizing Replay Memory 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 619-631
作者:  Bao Xi;  Rui Wang;  Ying-Hao Cai;  TaoLu;  Shuo Wang
Adobe PDF(2505Kb)  |  收藏  |  浏览/下载：176/54  |  提交时间：2021/07/20
Reinforcement learning (RL)  actor-critic  experience replay  training efficiency  manipulation skill learning  
Vision-Based Autonomous Hovering for the Biomimetic Underwater Robot-RobCutt-II 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 卷号: 66, 期号: 11, 页码: 8578-8588
作者:  Wang, Rui;  Wang, Shuo;  Wang, Yu;  Cai, Mingxue;  Tan, Min
浏览  |  Adobe PDF(1229Kb)  |  收藏  |  浏览/下载：358/68  |  提交时间：2019/12/16
Autonomous hovering  biomimetic underwater robot  dual fins  undulatory propulsion  visual servoing  
Three-Dimensional Helical Path Following of an Underwater Biomimetic Vehicle-Manipulator System 期刊论文
IEEE JOURNAL OF OCEANIC ENGINEERING, 2018, 卷号: 43, 期号: 2, 页码: 391-401
作者:  Wang, Rui;  Wang, Shuo;  Wang, Yu;  Tang, Chong;  Tan, Min
Adobe PDF(2034Kb)  |  收藏  |  浏览/下载：383/74  |  提交时间：2018/10/10
Active Disturbance Rejection Control (Adrc)  Guidance System  3-d Helical Path Following  Underwater Biomimetic Vehicle-manipulator System (Ubvms)  Undulatory Propulsion  
Development of a biomimetic robotic fish and its control algorithm 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2004, 卷号: 34, 期号: 4, 页码: 1798-1810
作者:  Yu, JZ;  Tan, M;  Wang, S;  Chen, E
浏览  |  Adobe PDF(542Kb)  |  收藏  |  浏览/下载：240/56  |  提交时间：2015/11/06
Biomimetic Robotic Fish  Orientation Control  Point-to-point (Ptp) Control  Speed Control