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| Discovering Latent Variables for the Tasks With Confounders in Multi-Agent Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1591-1604
作者: Kun Jiang; Wenzhang Liu; Yuanda Wang; Lu Dong; Changyin Sun
 Adobe PDF(2128Kb) |  收藏 | 浏览/下载：19/7 | 提交时间：2024/06/07
Latent variable model maximum entropy multi-agent reinforcement learning (MARL) multi-agent system |
| 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：55/18 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| 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：220/129 | 提交时间：2024/01/02
Automatic parking control strategy parking deviation (APS) soft actor-critic (SAC) |
| Magnetic Field-Based Reward Shaping for Goal-Conditioned Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2233-2247
作者: Hongyu Ding; Yuanze Tang; Qing Wu; Bo Wang; Chunlin Chen; Zhi Wang
Adobe PDF(5205Kb) | 收藏 | 浏览/下载：112/37 | 提交时间：2023/10/31
Dynamic environments goal-conditioned reinforcement learning magnetic field reward shaping |
| Intelligent Electric Vehicle Charging Scheduling in Transportation-Energy Nexus With Distributional Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2171-2173
作者: Tao Chen; Ciwei Gao
Adobe PDF(577Kb) | 收藏 | 浏览/下载：52/23 | 提交时间：2023/09/22 |
| Privacy Preserving Demand Side Management Method via Multi-Agent Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1984-1999
作者: Feiye Zhang; Qingyu Yang; Dou An
Adobe PDF(3841Kb) | 收藏 | 浏览/下载：88/46 | 提交时间：2023/09/07
Centralized training and decentralized execution demand side management multi-agent reinforcement learning privacy preserving |
| Human-Like Decision-Making of Autonomous Vehicles in Dynamic Traffic Scenarios 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1905-1917
作者: Tangyike Zhang; Junxiang Zhan; Jiamin Shi; Jingmin Xin; Nanning Zheng
Adobe PDF(2815Kb) | 收藏 | 浏览/下载：165/66 | 提交时间：2023/09/07
Autonomous vehicles decision-making driving behavior human-like driving |
| Secure Underwater Distributed Antenna Systems: A Multi-Agent Reinforcement Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1622-1624
作者: Chaofeng Wang; Zhicheng Bi; Yaping Wan
Adobe PDF(381Kb) | 收藏 | 浏览/下载：66/13 | 提交时间：2023/06/14 |
| MUTS-Based Cooperative Target Stalking for A Multi-USV System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1582-1592
作者: Chengcheng Wang; Yulong Wang; Qing-Long Han; Yunkai Wu
Adobe PDF(4293Kb) | 收藏 | 浏览/下载：107/40 | 提交时间：2023/06/14
Cooperative target stalking improved deep reinforcement learning multi-unmanned surface vehicle (multi-USV) systems V-type probabilistic data extraction |
| Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1513-1529
作者: Aditya Joshi; Skieler Capezza; Ahmad Alhaji; Mo-Yuen Chow
Adobe PDF(4919Kb) | 收藏 | 浏览/下载：186/84 | 提交时间：2023/06/14
Consensus energy management system (EMS) reinforcement learning supervised learning |
