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



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



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



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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