37 citations · 43 across the 3 of their papers we have counts for
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eess.SY2022★ 37 cited
Curriculum-based Reinforcement Learning for Distribution System Critical Load Restoration
Xiangyu Zhang, Abinet Tesfaye Eseye, Bernard Knueven +3
This paper focuses on the critical load restoration problem in distribution systems following major outages. To provide fast online response and optimal sequential decision-making…
eess.SY2021★ 4 cited
A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters
David J. Biagioni, Xiangyu Zhang, Peter Graf +2
We present a careful comparison of two model-free control algorithms, Evolution Strategies (ES) and Proximal Policy Optimization (PPO), with receding horizon model predictive contr…