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基于视觉表征的深度强化学习方法 学位论文
, 2024
作者:  刘民颂
Adobe PDF(10778Kb)  |  收藏  |  浏览/下载：46/4  |  提交时间：2024/06/22
深度强化学习，视觉表征学习，自监督学习，状态抽象，Transformer神经网络  
Physics-Inspired Spatial-Temporal Graph Neural Networks for Predicting Industrial Chain Resilience 期刊论文
Journal of Machine Learning Research, 2024, 卷号: 4, 期号: 23, 页码: 1-23
作者:  Wang BC(王必成);  Wang JP(王军平)
Adobe PDF(2342Kb)  |  收藏  |  浏览/下载：73/21  |  提交时间：2024/06/12
Imperceptible Audio Watermarking with Local Invariant Points and Adaptive Embedding Strength 期刊论文
Chinese Journal of Electronics, 2024, 页码: 00
作者:  WU Shiqiang;  GUAN Hu;  LIU Jie;  ZENG Zhi;  HUANG Ying;  ZHANG Shuwu
Adobe PDF(4872Kb)  |  收藏  |  浏览/下载：65/23  |  提交时间：2024/06/07
High performance assembly of complex structural parts in special environments – research on space manipulator assisted module docking method 期刊论文
Robotic Intelligence and Automation, 2023, 卷号: 43, 期号: 2, 页码: 122-131
作者:  Liu Y(刘洋);  Chen ZY(陈紫渝);  Gao J(高洁);  Gan S(甘帅);  Kang EL(康二龙)
Adobe PDF(3109Kb)  |  收藏  |  浏览/下载：69/21  |  提交时间：2024/06/05
Complex parts assembly  Manipulator-assisted docking  Attractive region in environment  Constraint region analysis  
Compliant peg-in-hole assembly for nonconvex axisymmetric components based on attractive region in environment 期刊论文
Robotica, 2023, 卷号: 41, 期号: 8, 页码: 2314 - 2336
作者:  Liu Y(刘洋);  Chen ZY(陈紫渝);  Qiao H(乔红);  Gan S(甘帅)
Adobe PDF(2042Kb)  |  收藏  |  浏览/下载：54/20  |  提交时间：2024/06/05
automation  motion planning  nonconvex axisymmetric parts  high-precision peg-in-hole assembly  constraint region analysis  attractive region in environment  
A memory and attention-based reinforcement learning for musculoskeletal robots with prior knowledge of muscle synergies 期刊论文
Robotic Intelligence and Automation, 2024, 卷号: 44, 期号: 2, 页码: 316-333
作者:  Xiaona Wang;  Jiahao Chen;  Hong Qiao
Adobe PDF(2591Kb)  |  收藏  |  浏览/下载：59/18  |  提交时间：2024/06/04
Musculoskeletal robot  Partial observable  Reinforcement learning  LSTM  Attention  Muscle synergy  
Robust Motion Learning for Musculoskeletal Robots Based on a Recurrent Neural Network and Muscle Synergies 期刊论文
IEEE Transactions on Automation Science and Engineering, 2024, 页码: 1-16
作者:  Jiahao Chen;  Wu YX(吴亚雄);  Yao CJ(姚超竞);  Huang X(黄销)
Adobe PDF(4084Kb)  |  收藏  |  浏览/下载：61/15  |  提交时间：2024/06/04
Musculoskeletal system  Robots  Muscles  Reinforcement learning  Robustness  Learning systems  Recurrent neural networks  Musculoskeletal robots  recurrent neural network  muscle synergy  robustness  
Memory, attention, and muscle synergies based reinforcement and transfer learning for musculoskeletal robots under imperfect observation 期刊论文
IEEE/ASME Transactions on Mechatronics, 2024, 页码: doi:10.1109/TMECH.2024.3401045
作者:  Chen JH(陈嘉浩);  Wu YX(吴亚雄);  Qiao H(乔红)
Adobe PDF(5646Kb)  |  收藏  |  浏览/下载：25/6  |  提交时间：2024/06/04
Muscle synergy  musculoskeletal robots  reinforcement learning  
Model-Based Trajectory Planning of a Hybrid Robot for Powerline Inspection 期刊论文
IEEE Robotics and Automation Letters, 2024, 卷号: 9, 期号: 4, 页码: 3443-3450
作者:  Zhishuo, Li;  Yunong, Tian;  Guodong, Yang;  Yanfeng, Zhang;  En, Li;  Zize, Liang;  Min, Tan
Adobe PDF(2815Kb)  |  收藏  |  浏览/下载：63/25  |  提交时间：2024/05/31
Aerial systems  Applications  constrained motion planning  motion and path planning  
Parallel learning: a perspective and a framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 3, 页码: 389 - 395
作者:  Li Li;  Yilun Lin;  Nanning Zheng;  Fei-Yue Wang
Adobe PDF(1354Kb)  |  收藏  |  浏览/下载：149/37  |  提交时间：2023/03/07