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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：125/40  |  提交时间：2023/10/31
Dynamic environments  goal-conditioned reinforcement learning  magnetic field  reward shaping  
Coupled Dynamics and Integrated Control for Position and Attitude Motions of Spacecraft: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2187-2208
作者:  Feng Zhang;  Guangren Duan
Adobe PDF(1737Kb)  |  收藏  |  浏览/下载：167/56  |  提交时间：2023/10/31
Coupled position and attitude dynamic modeling  integrated position and attitude control  position and attitude coupling analysis  spacecraft  space missions  
An Optimal Control-Based Distributed Reinforcement Learning Framework for A Class of Non-Convex Objective Functionals of the Multi-Agent Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2081-2093
作者:  Zhe Chen;  Ning Li
Adobe PDF(3366Kb)  |  收藏  |  浏览/下载：75/28  |  提交时间：2023/09/22
Distributed optimization  multi-agent  optimal control  reinforcement learning (RL)  
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：109/59  |  提交时间：2023/09/07
Centralized training and decentralized execution  demand side management  multi-agent reinforcement learning  privacy preserving  
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：202/87  |  提交时间：2023/06/14
Consensus  energy management system (EMS)  reinforcement learning  supervised learning  
Early-Awareness Collision Avoidance in Optimal Multi-Agent Path Planning With Temporal Logic Specifications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1346-1348
作者:  Yiwei Zheng;  Aiwen Lai;  Xiao Yu;  Weiyao Lan
Adobe PDF(1501Kb)  |  收藏  |  浏览/下载：77/35  |  提交时间：2023/04/26
A Novel Obstacle Avoidance Consensus Control for Multi-AUV Formation System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1304-1318
作者:  Linling Wang;  Daqi Zhu;  Wen Pang;  Chaomin Luo
Adobe PDF(7036Kb)  |  收藏  |  浏览/下载：142/58  |  提交时间：2023/04/26
Autonomous underwater vehicle (AUV)  event-triggered control  fixed-time consensus  formation obstacle avoidance  improved artificial potential field and leader-follower strategy (IAPF-LF)  
Distributed Dimensionality Reduction Filtering for CPSs Under DoS Attacks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1080-1082
作者:  Xiaoyuan Zheng;  Hao Zhang;  Xindi Yang;  Huaicheng Yan
Adobe PDF(425Kb)  |  收藏  |  浏览/下载：341/80  |  提交时间：2023/03/22
Noncooperative Model Predictive Game With Markov Jump Graph 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 931-944
作者:  Yang Xu;  Yuan Yuan;  Zhen Wang;  Xuelong Li
Adobe PDF(1748Kb)  |  收藏  |  浏览/下载：256/75  |  提交时间：2023/03/22
Markov jump graph  model predictive control (MPC)  multi-player systems (MPSs)  noncooperative game  ε-Nash equilibrium  
Online Optimization in Power Systems With High Penetration of Renewable Generation: Advances and Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 839-858
作者:  Zhaojian Wang;  Wei Wei;  John Zhen Fu Pang;  Feng Liu;  Bo Yang;  Xinping Guan;  Shengwei Mei
Adobe PDF(2336Kb)  |  收藏  |  浏览/下载：199/41  |  提交时间：2023/03/22
Feedback optimization  Lyapunov optimization  online convex optimization  online optimization  optimization-guided control