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DOE OSTI · code-115961

pnnl/MBDRL

Abstract

Model-based Deep Reinforcement Learning for Real-time Grid Emergency Voltage Control. A model-based Deep Reinforcement Learning (DRL) framework where a deep neural network (DNN)-based surrogate model is utilized within the control policy learning framework, making the learning process faster and more sample efficient

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Yin, Tim, Hossain, Ramij Raja, Liu, Yuan, Huang, Qiuhua, Huang, Renke, Tan, Jie, Wu, Wenhao, Du, Yan. 2023-11-15. pnnl/MBDRL. https://doi.org/10.11578/dc.20231115.1

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