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| Deep Reinforcement Learning or Lyapunov Analysis? A Preliminary Comparative Study on Event-Triggered Optimal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1702-1704
作者: Jingwei Lu ; Lefei Li; Qinglai Wei; Fei-Yue Wang
 Adobe PDF(501Kb) |  收藏 | 浏览/下载：11/6 | 提交时间：2024/06/07 |
| Ultimately Bounded Output Feedback Control for Networked Nonlinear Systems With Unreliable Communication Channel: A Buffer-Aided Strategy 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1566-1578
作者: Yuhan Zhang; Zidong Wang; Lei Zou; Yun Chen; Guoping Lu
Adobe PDF(2016Kb) | 收藏 | 浏览/下载：6/2 | 提交时间：2024/06/07
Buffer-aided strategy neural networks nonlinear control output-feedback control unreliable communication channel |
| Accelerated Primal-Dual Projection Neurodynamic Approach with time Scaling for Linear and set Constrained Convex Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1485-1498
作者: You Zhao; Xing He; Mingliang Zhou; Tingwen Huang
Adobe PDF(2287Kb) | 收藏 | 浏览/下载：24/12 | 提交时间：2024/05/22
Accelerated projection neurodynamic approach linear and set constraints projection operators smooth and nonsmooth convex optimization time scaling |
| Data-Based Filters for Non-Gaussian Dynamic Systems With Unknown Output Noise Covariance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 866-877
作者: Elham Javanfar; Mehdi Rahmani
Adobe PDF(1291Kb) | 收藏 | 浏览/下载：42/12 | 提交时间：2024/03/18
Data-based filter maximum likelihood estimation unknown covariance weighted maximum likelihood estimation weighted sum-of-norms clustering |
| 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：74/13 | 提交时间：2024/02/19
Adaptive control input deadzone model-free control n-DOF upper-limb exoskeleton neural network |
| Value Iteration-Based Cooperative Adaptive Optimal Control for Multi-Player Differential Games With Incomplete Information 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 690-697
作者: Yun Zhang; Lulu Zhang; Yunze Cai
Adobe PDF(6850Kb) | 收藏 | 浏览/下载：99/37 | 提交时间：2024/02/19
Adaptive dynamic programming incomplete information multi-player differential game value iteration |
| Adaptive Optimal Output Regulation of Interconnected Singularly Perturbed Systems With Application to Power Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 595-607
作者: Jianguo Zhao; Chunyu Yang; Weinan Gao; Linna Zhou; Xiaomin Liu
Adobe PDF(2409Kb) | 收藏 | 浏览/下载：65/26 | 提交时间：2024/02/19
Adaptive optimal control decentralized control output regulation reinforcement learning (RL) singularly perturbed systems (SPSs) |
| Fault Estimation for a Class of Markov Jump Piecewise-Affine Systems: Current Feedback Based Iterative Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 418-429
作者: Yanzheng Zhu; Nuo Xu; Fen Wu; Xinkai Chen; Donghua Zhou
Adobe PDF(5104Kb) | 收藏 | 浏览/下载：51/12 | 提交时间：2024/01/23
Current feedback fault estimation iterative learning observer Markov jump piecewise-affine system |
| 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：272/185 | 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) |
| Dynamic Event-Triggered Control of Continuous-Time Systems With Random Impulses 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2292-2299
作者: Meng Yao; Guoliang Wei
Adobe PDF(1200Kb) | 收藏 | 浏览/下载：102/36 | 提交时间：2023/10/31
Dynamic event-triggered mechanisms input-to-state stability networked impulsive systems random impulses |
