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cs.LG2025
A General Approach of Automated Environment Design for Learning the Optimal Power Flow
Thomas Wolgast, Astrid Nieße
Reinforcement learning (RL) algorithms are increasingly used to solve the optimal power flow (OPF) problem. Yet, the question of how to design RL environments to maximize training…
cs.LG2024★ 1 cited
Learning the Optimal Power Flow: Environment Design Matters
Thomas Wolgast, Astrid Nieße
To solve the optimal power flow (OPF) problem, reinforcement learning (RL) emerges as a promising new approach. However, the RL-OPF literature is strongly divided regarding the exa…