5 citations · 8 across the 2 of their papers we have counts for
2 papers
eess.SY2023★ 5 cited
Distributionally Robust Safety Filter for Learning-Based Control in Active Distribution Systems
Hoang Tien Nguyen, Dae-Hyun Choi
Operational constraint violations may occur when deep reinforcement learning (DRL) agents interact with real-world active distribution systems to learn their optimal policies durin…
eess.SY2023★ 3 cited
Sample-Efficient Learning for a Surrogate Model of Three-Phase Distribution System
Hoang Tien Nguyen, Young-Jin Kim, Dae-Hyun Choi
A surrogate model that accurately predicts distribution system voltages is crucial for reliable smart grid planning and operation. This letter proposes a fixed-point data-driven su…