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Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning


Sep 29, 2021
Hao-Lun Hsu, Qiuhua Huang, Sehoon Ha


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Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning


Jan 29, 2021
Sayak Mukherjee, Renke Huang, Qiuhua Huang, Thanh Long Vu, Tianzhixi Yin

* 8 pages, 13 figures 

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Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning


Jan 13, 2021
Renke Huang, Yujiao Chen, Tianzhixi Yin, Qiuhua Huang, Jie Tan, Wenhao Yu, Xinya Li, Ang Li, Yan Du


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Adaptive Power System Emergency Control using Deep Reinforcement Learning


Mar 09, 2019
Qiuhua Huang, Weituo Hao, Jie Tan, Rui Fan, Zhenyu Huang

* 8 pages 

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