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06/09/2022
An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems
Unit commitment (UC) is a fundamental problem in the day-ahead electrici...
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04/20/2022
A Reinforcement Learning-based Volt-VAR Control Dataset and Testing Environment
To facilitate the development of reinforcement learning (RL) based power...
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11/01/2021
Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration
The rapid adoption of electric vehicles (EVs) calls for the widespread i...
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07/06/2020
Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks
Volt-VAR control (VVC) is a critical application in active distribution ...
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02/15/2019