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| Policy Gradient Adaptive Dynamic Programming for Model-Free Multi-Objective Optimal Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1060-1062 作者: Hao Zhang; Yan Li; Zhuping Wang; Yi Ding; Huaicheng Yan Adobe PDF(504Kb)  |  收藏  |  浏览/下载:53/21  |  提交时间:2024/03/18 |
| Adaptive Optimal Discrete-Time Output-Feedback Using an Internal Model Principle and Adaptive Dynamic Programming 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 131-140 作者: Zhongyang Wang; Youqing Wang; Zdzisław Kowalczuk Adobe PDF(1538Kb)  |  收藏  |  浏览/下载:123/70  |  提交时间:2024/01/02 Adaptive dynamic programming (ADP) internal model principle (IMP) output feedback problem policy iteration (PI) value iteration (VI) |
| 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:64/27  |  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:28/12  |  提交时间:2024/02/19 Adaptive optimal control decentralized control output regulation reinforcement learning (RL) singularly perturbed systems (SPSs) |
| 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 |
| 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:230/179  |  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) |
| Adaptive Predefined-Time Optimal Tracking Control for Underactuated Autonomous Underwater Vehicles 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1083-1085 作者: Kewen Li; Yongming Li Adobe PDF(679Kb)  |  收藏  |  浏览/下载:114/41  |  提交时间:2023/03/22 |
| Optimal Control of Nonlinear Systems Using Experience Inference Human-Behavior Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 90-102 作者: Adolfo Perrusquía; Weisi Guo Adobe PDF(3694Kb)  |  收藏  |  浏览/下载:160/45  |  提交时间:2023/01/03 Experience inference hippocampus learning system linear time-variant (LTV) systems neocortex/striatum learning systems nonlinear systems optimal control |
| 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:108/48  |  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 |
| Policy Iteration for Optimal Control of Discrete-Time Time-Varying Nonlinear Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 781-791 作者: Guangyu Zhu; Xiaolu Li; Ranran Sun; Yiyuan Yang; Peng Zhang Adobe PDF(2432Kb)  |  收藏  |  浏览/下载:162/60  |  提交时间:2023/03/02 Adaptive critic designs adaptive dynamic programming approximate dynamic programming optimal control policy iteration time-varying |