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| UAV-Assisted Dynamic Avatar Task Migration for Vehicular Metaverse Services: A Multi-Agent Deep Reinforcement Learning Approach 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 430-445 作者: Jiawen Kang; Junlong Chen; Minrui Xu; Zehui Xiong; Yutao Jiao; Luchao Han; Dusit Niyato; Yongju Tong; Shengli Xie Adobe PDF(6097Kb)  |  收藏  |  浏览/下载:29/3  |  提交时间:2024/01/23 Avatar blockchain metaverses multi-agent deep reinforcement learning transformer 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) |
| 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) |
| Adaptive Sensor-Fault Tolerant Control of Unmanned Underwater Vehicles With Input Saturation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 907-918 作者: Xuerao Wang; Qingling Wang; Yanxu Su; Yuncheng Ouyang; Changyin Sun Adobe PDF(3677Kb)  |  收藏  |  浏览/下载:0/0  |  提交时间:2024/03/18 Asymptotic stability fault-tolerant control input saturation robust integral of the sign of error unmanned underwater vehicle |
| 二人零和动态博弈的自学习平行控制方法研究 学位论文 , 2023 作者: 朱振华 Adobe PDF(1737Kb)  |  收藏  |  浏览/下载:92/5  |  提交时间:2023/12/15 自适应动态规划 平行控制 零和博弈 |
| 面向建筑分布式能源系统的自学习优化控制方法研究 学位论文 , 2023 作者: 廖泽华 Adobe PDF(2764Kb)  |  收藏  |  浏览/下载:93/9  |  提交时间:2023/06/05 建筑节能 自适应动态规划 最优控制 可再生能源 分布式能源管理 |
| Sample-Observed Soft Actor-Critic Learning for Path Following of a Biomimetic Underwater Vehicle 期刊论文 IEEE Transactions on Automation Science and Engineering, 2023, 页码: 1-10 作者: Ma, Ruichen; Wang, Yu; Wang, Shuo; Cheng, Long; Wang, Rui; Tan, Ming Adobe PDF(2902Kb)  |  收藏  |  浏览/下载:117/38  |  提交时间:2023/08/03 |
| Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631 作者: Qinghai Miao; Yisheng Lv; Min Huang; Xiao Wang; Fei-Yue Wang Adobe PDF(11937Kb)  |  收藏  |  浏览/下载:624/142  |  提交时间:2023/03/02 Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |