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Bi-level Off-policy Reinforcement Learning for Volt/VAR Control Involving Continuous and Discrete Devices


Apr 13, 2021
Haotian Liu, Wenchuan Wu

* 10 pages, 8 figures 

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YolactEdge: Real-time Instance Segmentation on the Edge (Jetson AGX Xavier: 30 FPS, RTX 2080 Ti: 170 FPS)


Dec 22, 2020
Haotian Liu, Rafael A. Rivera Soto, Fanyi Xiao, Yong Jae Lee

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation from Colour Fundus Images


Dec 03, 2020
Qing Liu, Haotian Liu, Yixiong Liang


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Online Multi-agent Reinforcement Learning for Decentralized Inverter-based Volt-VAR Control


Jun 23, 2020
Haotian Liu, Wenchuan Wu

* 8 pages; submitted to IEEE Transaction on Smart Grid on 2020.6.4 

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Two-stage Deep Reinforcement Learning for Inverter-based Volt-VAR Control in Active Distribution Networks


May 20, 2020
Haotian Liu, Wenchuan Wu

* 8 pages 

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Using Deep Learning and Machine Learning to Detect Epileptic Seizure with Electroencephalography (EEG) Data


Oct 06, 2019
Haotian Liu, Lin Xi, Ying Zhao, Zhixiang Li


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