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20192023
most citedArbitrage of Energy Storage in Electricity Markets with Deep Reinforcement Learning

26 citations · 30 across the 3 of their papers we have counts for

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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…