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| 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![](/image/person.jpg)
Adobe PDF(4415Kb)  |   收藏  |  浏览/下载:49/17  |  提交时间:2024/04/10 Adaptive neural control (ANC) deterministic learning (DL) neural network (NN) robot manipulators |
| 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:80/16  |  提交时间:2024/02/19 Adaptive control input deadzone model-free control n-DOF upper-limb exoskeleton neural network |
| Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36 作者: Ding Wang ; Ning Gao; Derong Liu; Jinna Li; Frank L. Lewis
Adobe PDF(1945Kb)  |   收藏  |  浏览/下载:279/187  |  提交时间:2024/01/02 Adaptive dynamic programming (ADP) advanced control complex environment data-driven control event-triggered design intelligent control neural networks nonlinear systems optimal control reinforcement learning (RL) |
| Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809 作者: Ding Wang ; Jiangyu Wang; Mingming Zhao; Peng Xin ; Junfei Qiao
Adobe PDF(5140Kb)  |   收藏  |  浏览/下载:157/61  |  提交时间:2023/08/10 Adaptive critic artificial neural networks Hamilton-Jacobi-Bellman (HJB) equation multi-step heuristic dynamic programming multi-step reinforcement learning optimal control |
| Neural-Network-Based Adaptive Finite-Time Control for a Two-Degree-of-Freedom Helicopter System With an Event-Triggering Mechanism 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1754-1765 作者: Zhijia Zhao; Jian Zhang; Shouyan Chen; Wei He; Keum-Shik Hong
Adobe PDF(10305Kb)  |   收藏  |  浏览/下载:128/32  |  提交时间:2023/07/20 Adaptive neural-network control event-triggering mechanism (ETM) finite time two-degree-of-freedom helicopter |
| A Scalable Adaptive Approach to Multi-Vehicle Formation Control with Obstacle Avoidance 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 990-1004 作者: Xiaohua Ge; Qing-Long Han; Jun Wang; Xian-Ming Zhang![](/image/person.jpg)
Adobe PDF(5284Kb)  |   收藏  |  浏览/下载:209/47  |  提交时间:2022/05/30 Adaptive control collision avoidance distributed formation control multi-vehicle systems neural networks obstacle avoidance repulsive potential |
| Fault Accommodation for a Class of Nonlinear Uncertain Systems With Event-Triggered Input 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 235-245 作者: Dong Zhao; Marios M. Polycarpou
Adobe PDF(1564Kb)  |   收藏  |  浏览/下载:210/57  |  提交时间:2021/11/03 Adaptive control event-triggered control fault accommodation neural networks nonlinear systems |
| Neural-Network-Based Control for Discrete-Time Nonlinear Systems with Input Saturation Under Stochastic Communication Protocol 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 766-778 作者: Xueli Wang; Derui Ding; Hongli Dong; Xian-Ming Zhang![](/image/person.jpg)
Adobe PDF(1995Kb)  |   收藏  |  浏览/下载:215/48  |  提交时间:2021/04/09 Adaptive dynamic programming (ADP) constrained inputs neural network (NN) stochastic communication protocols (SCPs) suboptimal control |
| Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964 作者: Haowei Lin; Bo Zhao ; Derong Liu; Cesare Alippi
浏览  |   Adobe PDF(2135Kb)  |   收藏  |  浏览/下载:174/60  |  提交时间:2021/03/11 Adaptive dynamic programming (ADP) critic neural network data-based fault tolerant control (FTC) particle swarm optimization (PSO) |
| Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 575-583 作者: Xiong Yang ; Bo Zhao![](/image/person.jpg)
浏览  |   Adobe PDF(1346Kb)  |   收藏  |  浏览/下载:146/48  |  提交时间:2021/03/11 Adaptive critic designs (ACDs) asymmetric input constraint critic neural network (CNN) nonlinear systems optimal control reinforcement learning (RL) |