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Multi-Stage Transmission Line Flow Control Using Centralized and Decentralized Reinforcement Learning Agents


Feb 16, 2021
Xiumin Shang, Jinping Yang, Bingquan Zhu, Lin Ye, Jing Zhang, Jianping Xu, Qin Lyu, Ruisheng Diao

* This work is accepted by NeurIPS ML4Eng workshop 2020, please refer to https://ml4eng.github.io/camera_readys/56.pdf 

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Rethink AI-based Power Grid Control: Diving Into Algorithm Design


Dec 23, 2020
Xiren Zhou, Siqi Wang, Ruisheng Diao, Desong Bian, Jiahui Duan, Di Shi

* Accepted by 34th NeurIPS Ml4eng Workshop, 2020 

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Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning


Apr 24, 2019
Ruisheng Diao, Zhiwei Wang, Di Shi, Qianyun Chang, Jiajun Duan, Xiaohu Zhang

* To be published (Accepted) in: Proceedings of the Power and Energy Society General Meeting (PESGM), Atlanta, GA, 2019 

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