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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:32/13  |  提交时间:2024/02/19 Adaptive dynamic programming incomplete information multi-player differential game value iteration |
| Communication-Aware Mobile Relaying via an AUV for Minimal Wait Time: A Broad Learning-Based Solution 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 797-799 作者: Wenqiang Cao; Jing Yan; Xian Yang; Cailian Chen; Xinping Guan Adobe PDF(5590Kb)  |  收藏  |  浏览/下载:32/6  |  提交时间:2024/02/19 |
| 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:12/5  |  提交时间:2024/02/19 Adaptive optimal control decentralized control output regulation reinforcement learning (RL) singularly perturbed systems (SPSs) |
| Adaptive bias-variance trade-off in advantage estimator for actor-critic algorithms 期刊论文 NEURAL NETWORKS, 2024, 卷号: 169, 页码: 764-777 作者: Chen, Yurou; Zhang, Fengyi; Liu, Zhiyong 收藏  |  浏览/下载:6/0  |  提交时间:2024/02/22 Reinforcement Learning Policy gradient Actor-critic Value function Bias-variance trade-off |
| A Novel Tensor Decomposition-Based Efficient Detector for Low-Altitude Aerial Objects With Knowledge Distillation Scheme 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 487-501 作者: Nianyin Zeng; Xinyu Li; Peishu Wu; Han Li; Xin Luo Adobe PDF(12478Kb)  |  收藏  |  浏览/下载:20/7  |  提交时间:2024/01/23 Attention mechanism knowledge distillation (KD) object detection tensor decomposition (TD) unmanned aerial vehicles (UAVs) |
| 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:21/7  |  提交时间:2024/01/23 Process control process systems engineering reinforcement learning |
| Virtual Power Plants for Grid Resilience: A Concise Overview of Research and Applications 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 329-343 作者: Yijing Xie; Yichen Zhang; Wei-Jen Lee; Zongli Lin; Yacov A. Shamash Adobe PDF(798Kb)  |  收藏  |  浏览/下载:19/6  |  提交时间:2024/01/23 Climate change renewable energy resources resilience smart grids virtual power plants (VPPs) |
| Reinforcement Learning-Based MAS Interception in Antagonistic Environments 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 270-272 作者: Siqing Sun; Defu Cai; Hai-Tao Zhang; Ning Xing Adobe PDF(989Kb)  |  收藏  |  浏览/下载:89/56  |  提交时间:2024/01/02 |
| Path Planning and Tracking Control for Parking via Soft Actor-Critic Under Non-Ideal Scenarios 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 181-195 作者: Xiaolin Tang; Yuyou Yang; Teng Liu; Xianke Lin; Kai Yang; Shen Li Adobe PDF(4905Kb)  |  收藏  |  浏览/下载:150/112  |  提交时间:2024/01/02 Automatic parking control strategy parking deviation (APS) soft actor-critic (SAC) |
| 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:187/156  |  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) |