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| 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：62/27 | 提交时间：2024/02/19
Adaptive dynamic programming incomplete information multi-player differential game value iteration |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
Adobe PDF(1275Kb) | 收藏 | 浏览/下载：37/13 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| Noise-Tolerant ZNN-Based Data-Driven Iterative Learning Control for Discrete Nonaffine Nonlinear MIMO Repetitive Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 344-361
作者: Yunfeng Hu; Chong Zhang ; Bo Wang; Jing Zhao; Xun Gong; Jinwu Gao; Hong Chen
Adobe PDF(15857Kb) | 收藏 | 浏览/下载：41/14 | 提交时间：2024/01/23
Adaptive control control system synthesis data-driven iterative learning control neurocontroller nonlinear discrete time systems |
| 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：31/11 | 提交时间：2024/01/23
Current feedback fault estimation iterative learning observer Markov jump piecewise-affine system |
| Equilibrium Strategy of the Pursuit-Evasion Game in Three-Dimensional Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 446-458
作者: Nuo Chen; Linjing Li; Wenji Mao
Adobe PDF(3567Kb) | 收藏 | 浏览/下载：85/23 | 提交时间：2024/01/23
Differential game equilibrium strategy pursuit-evasion game threedegree-of-freedom control |
| 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：229/179 | 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) |
| Noncooperative Model Predictive Game With Markov Jump Graph 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 931-944
作者: Yang Xu; Yuan Yuan; Zhen Wang; Xuelong Li
 Adobe PDF(1748Kb) | 收藏 | 浏览/下载：145/59 | 提交时间：2023/03/22
Markov jump graph model predictive control (MPC) multi-player systems (MPSs) noncooperative game ε-Nash equilibrium |
| Passive Attack Detection for a Class of Stealthy Intermittent Integrity Attacks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 898-915
作者: Kangkang Zhang; Christodoulos Keliris; Thomas Parisini; Bin Jiang; Marios M. Polycarpou
Adobe PDF(2917Kb) | 收藏 | 浏览/下载：121/40 | 提交时间：2023/03/22
Backward-in-time equivalent quantity fixed-point smoother intermittent integrity attacks |
| Exponential Continuous Non-Parametric Neural Identifier With Predefined Convergence Velocity 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1049-1060
作者: Mariana Ballesteros; Rita Q. Fuentes-Aguilar; Isaac Chairez
Adobe PDF(5961Kb) | 收藏 | 浏览/下载：143/37 | 提交时间：2022/05/30
Exponential Lyapunov functions learning laws non-parametric identifier predefined convergence rate |
| Barrier-Certified Learning-Enabled Safe Control Design for Systems Operating in Uncertain Environments 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 437-449
作者: Zahra Marvi; Bahare Kiumarsi
Adobe PDF(4434Kb) | 收藏 | 浏览/下载：118/37 | 提交时间：2022/03/09
Control barrier functions (CBFs) experience replay learning safety-critical systems uncertainty |
