Qiuhua Huang | DeepAI

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Featured Co-authors

Ang Li
174 publications
Yuan Liu
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Wenhao Yu
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Rui Fan
59 publications
Jie Tan
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Sehoon Ha
35 publications
Wei Du
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Antoine Marot
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Weituo Hao
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Benjamin Donnot
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Sayak Mukherjee
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∙ 12/17/2022

Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning

This paper presents a novel federated reinforcement learning (Fed-RL) me...

0 Sayak Mukherjee, et al. ∙

∙ 12/06/2022

Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning

This article proposes a model-based deep reinforcement learning (DRL) me...

0 Ramij R. Hossain, et al. ∙

∙ 12/02/2021

Safe Reinforcement Learning for Grid Voltage Control

Under voltage load shedding has been considered as a standard approach t...

0 Thanh Long Vu, et al. ∙

∙ 11/29/2021

Physics-informed Evolutionary Strategy based Control for Mitigating Delayed Voltage Recovery

In this work we propose a novel data-driven, real-time power system volt...

0 Yan Du, et al. ∙

∙ 10/21/2021

Learning to run a power network with trust

Artificial agents are promising for realtime power system operations, pa...

0 Antoine Marot, et al. ∙

∙ 09/29/2021

Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning

One of the key challenges to deep reinforcement learning (deep RL) is to...

0 Hao-Lun Hsu, et al. ∙

∙ 01/29/2021

Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning

This paper presents a novel hierarchical deep reinforcement learning (DR...

0 Sayak Mukherjee, et al. ∙

∙ 01/13/2021

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

As power systems are undergoing a significant transformation with more u...

0 Renke Huang, et al. ∙

∙ 03/09/2019

Adaptive Power System Emergency Control using Deep Reinforcement Learning

Power system emergency control is generally regarded as the last safety ...

0 Qiuhua Huang, et al. ∙

∙ 11/07/2017

InterPSS: A New Generation Power System Simulation Engine

This paper presents the design of InterPSS simulation engine, including ...

0 Mike Zhou, et al. ∙

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