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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...
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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...
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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...
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01/29/2021
Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning
This paper presents a novel hierarchical deep reinforcement learning (DR...
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01/13/2021