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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:55/4  |  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 |
| A Bio-Inspired Integration Model of Basal Ganglia and Cerebellum for Motion Learning of a Musculoskeletal Robot 期刊论文 Journal of Systems Science and Complexity, 2024, 卷号: 37, 页码: 82-113 作者: Jinhan Zhang; Jiahao Chen; Shanlin Zhong; Hong Qiao Adobe PDF(1513Kb)  |  收藏  |  浏览/下载:67/20  |  提交时间:2024/06/04 |
| 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:69/21  |  提交时间:2024/06/04 Musculoskeletal robot Partial observable Reinforcement learning LSTM Attention Muscle synergy |
| Motion Learning for Musculoskeletal Robots Based on Cortex-Inspired Motor Primitives and Modulation 期刊论文 IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 2, 页码: 744-756 作者: Xiaona Wang; Jiahao Chen; Wei Wu Adobe PDF(3444Kb)  |  收藏  |  浏览/下载:51/16  |  提交时间:2024/06/04 Biologically inspired control motor preparation motor primitive musculoskeletal robot recurrent neural network (RNN) |
| Neural Manifold Modulated Continual Reinforcement Learning for Musculoskeletal Robots 期刊论文 IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 1, 页码: 86-99 作者: Chen JH(陈嘉浩); Chen ZY(陈紫渝); Yao CJ(姚超竞); Qiao H(乔红) Adobe PDF(6732Kb)  |  收藏  |  浏览/下载:78/24  |  提交时间:2024/06/04 Continual reinforcement learning musculoskeletal robots neural manifold recurrent neural network (RNN) |
| 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:69/17  |  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:31/8  |  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:71/30  |  提交时间:2024/05/31 Aerial systems Applications constrained motion planning motion and path planning |
| A Fast Online Elastic-Spine-Based Stiffness Adjusting Mechanism for Fishlike Swimming 期刊论文 Soft Robotics, 2024, 页码: Ahead of Print 作者: Xiaocun Liao; Chao Zhou; Long Cheng; Jian Wang; Junfeng Fan; Zhuoliang Zhang Adobe PDF(880Kb)  |  收藏  |  浏览/下载:174/60  |  提交时间:2024/05/08 Robotic fish Elastic spine Variable stiffness Stiffness adjustment strategy |