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| 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:127/41  |  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:61/27  |  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:113/62  |  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:190/71  |  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:71/16  |  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:123/45  |  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:205/89  |  提交时间:2023/06/14 Consensus energy management system (EMS) reinforcement learning supervised learning |
| Machine Learning Accelerated Real-Time Model Predictive Control for Power Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 916-930 作者: Ramij Raja Hossain; Ratnesh Kumar Adobe PDF(5320Kb)  |  收藏  |  浏览/下载:298/65  |  提交时间:2023/03/22 Machine learning model predictive control (MPC) neural network perturbation control voltage stabilization |
| 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:954/153  |  提交时间:2023/03/02 Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
| Straight-Path Following and Formation Control of USVs Using Distributed Deep Reinforcement Learning and Adaptive Neural Network 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 572-574 作者: Zhengqing Han; Yintao Wang; Qi Sun Adobe PDF(896Kb)  |  收藏  |  浏览/下载:174/59  |  提交时间:2023/01/16 |