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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:98/32  |  提交时间:2023/10/31 Dynamic environments goal-conditioned reinforcement learning magnetic field reward shaping |
| 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:80/41  |  提交时间:2023/09/07 Centralized training and decentralized execution demand side management multi-agent reinforcement learning privacy preserving |
| Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809 作者: Ding Wang; Jiangyu Wang; Mingming Zhao; Peng Xin; Junfei Qiao Adobe PDF(5140Kb)  |  收藏  |  浏览/下载:141/59  |  提交时间:2023/08/10 Adaptive critic artificial neural networks Hamilton-Jacobi-Bellman (HJB) equation multi-step heuristic dynamic programming multi-step reinforcement learning optimal control |
| 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:167/77  |  提交时间:2023/06/14 Consensus energy management system (EMS) reinforcement learning supervised learning |
| A Data-Based Feedback Relearning Algorithm for Uncertain Nonlinear Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1288-1303 作者: Chaoxu Mu; Yong Zhang; Guangbin Cai; Ruijun Liu; Changyin Sun Adobe PDF(4205Kb)  |  收藏  |  浏览/下载:218/108  |  提交时间:2023/04/26 Data episodes experience replay neural networks reinforcement learning (RL) uncertain systems |
| A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1122-1136 作者: Tianyu Wu; Shizhu He; Jingping Liu; Siqi Sun; Kang Liu; Qing-Long Han; Yang Tang Adobe PDF(4650Kb)  |  收藏  |  浏览/下载:792/655  |  提交时间:2023/04/26 AIGC ChatGPT GPT-3 GPT-4 human feedback large language models |
| 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:211/56  |  提交时间:2023/03/22 Machine learning model predictive control (MPC) neural network perturbation control voltage stabilization |
| 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:168/31  |  提交时间:2023/03/22 Feedback optimization Lyapunov optimization online convex optimization online optimization optimization-guided control |
| Policy Iteration for Optimal Control of Discrete-Time Time-Varying Nonlinear Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 781-791 作者: Guangyu Zhu; Xiaolu Li; Ranran Sun; Yiyuan Yang; Peng Zhang Adobe PDF(2432Kb)  |  收藏  |  浏览/下载:190/66  |  提交时间:2023/03/02 Adaptive critic designs adaptive dynamic programming approximate dynamic programming optimal control policy iteration time-varying |
| Dynamic Frontier-Led Swarming: Multi-Robot Repeated Coverage in Dynamic Environments 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 646-661 作者: Vu Phi Tran; Matthew A. Garratt; Kathryn Kasmarik; Sreenatha G. Anavatti Adobe PDF(7373Kb)  |  收藏  |  浏览/下载:185/39  |  提交时间:2023/03/02 Artificial pheromones distributed control architecture dynamic obstacle avoidance multi-robot coverage stigmergy swarm robotics |