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| Observer-Based Adaptive Robust Precision Motion Control of a Multi-Joint Hydraulic Manipulator 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1213-1226
作者: Zheng Chen; Shizhao Zhou; Chong Shen; Litong Lyu; Junhui Zhang; Bin Yao
 Adobe PDF(4624Kb) |  收藏 | 浏览/下载：20/6 | 提交时间：2024/04/10
Hydraulic manipulator nonlinear adaptive observer parameter adaptation robust control |
| Deterministic Learning-Based Neural PID Control for Nonlinear Robotic Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1227-1238
作者: Qinchen Yang; Fukai Zhang; Cong Wang
Adobe PDF(4415Kb) | 收藏 | 浏览/下载：15/6 | 提交时间：2024/04/10
Adaptive neural control (ANC) deterministic learning (DL) neural network (NN) robot manipulators |
| Intuitive Human-Robot-Environment Interaction With EMG Signals: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1075-1091
作者: Dezhen Xiong; Daohui Zhang; Yaqi Chu; Yiwen Zhao; Xingang Zhao
Adobe PDF(5061Kb) | 收藏 | 浏览/下载：10/3 | 提交时间：2024/04/10
Electromyography human-robot-environment interaction (HREI) human-robot interaction (HRI) semiautonomous sensory feedback |
| A Fractional-Order Ultra-Local Model-Based Adaptive Neural Network Sliding Mode Control of n-DOF Upper-Limb Exoskeleton With Input Deadzone 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 760-781
作者: Dingxin He; HaoPing Wang; Yang Tian; Yida Guo
Adobe PDF(9812Kb) | 收藏 | 浏览/下载：45/9 | 提交时间：2024/02/19
Adaptive control input deadzone model-free control n-DOF upper-limb exoskeleton neural network |
| Simulation Analysis of Deformation Control for Magnetic Soft Medical Robots 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 794-796
作者: Jingxi Wang; Baoyu Liu; Edmond Q. Wu; Jin Ma; Ping Li
Adobe PDF(1124Kb) | 收藏 | 浏览/下载：72/30 | 提交时间：2024/02/19 |
| Advancements in Humanoid Robots: A Comprehensive Review and Future Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 301-328
作者: Yuchuang Tong; Haotian Liu; Zhengtao Zhang
Adobe PDF(7587Kb) | 收藏 | 浏览/下载：72/14 | 提交时间：2024/01/23
Future trends and challenges humanoid robots human-robot interaction key technologies potential applications |
| Magnetic Field-Based Reward Shaping for Goal-Conditioned Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2233-2247
作者: Hongyu Ding; Yuanze Tang; Qing Wu; Bo Wang; Chunlin Chen; Zhi Wang
Adobe PDF(5205Kb) | 收藏 | 浏览/下载：91/32 | 提交时间：2023/10/31
Dynamic environments goal-conditioned reinforcement learning magnetic field reward shaping |
| Modeling and Adaptive Neural Network Control for a Soft Robotic Arm With Prescribed Motion Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 501-511
作者: Yan Yang; Jiangtao Han; Zhijie Liu; Zhijia Zhao; Keum-Shik Hong
Adobe PDF(3896Kb) | 收藏 | 浏览/下载：183/59 | 提交时间：2023/01/16
Adaptive control cosserat theory prescribed motion constraints soft robotic arm |
| Echo State Network With Probabilistic Regularization for Time Series Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1743-1753
作者: Xiufang Chen; Mei Liu; Shuai Li
Adobe PDF(3459Kb) | 收藏 | 浏览/下载：67/25 | 提交时间：2023/07/20
Echo state network (ESN) noise probabilistic regularization robustness |
| Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
作者: Qinghai Miao; Yisheng Lv; Min Huang; Xiao Wang; Fei-Yue Wang
Adobe PDF(11937Kb) | 收藏 | 浏览/下载：800/144 | 提交时间：2023/03/02
Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
