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Qiuhua Huang

Quantifying and Predicting Residential Building Flexibility Using Machine Learning Methods

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Mar 04, 2024
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Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations

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Nov 21, 2023
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Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning

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Dec 17, 2022
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Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning

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Dec 06, 2022
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Safe Reinforcement Learning for Grid Voltage Control

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Dec 02, 2021
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Physics-informed Evolutionary Strategy based Control for Mitigating Delayed Voltage Recovery

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Nov 29, 2021
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Learning to run a power network with trust

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Oct 21, 2021
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Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning

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Sep 29, 2021
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Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning

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Jan 29, 2021
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Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning

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Jan 13, 2021
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