An LLM-generated, iteratively refined penalty function lowers voltage and branch overload violations in RL-based distribution network energy management, at increased operating cost.
Optimal Energy Management for Multi-Microgrid Under a Transactive Energy Framework With Distributionally Robust Optimization,
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RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks
An LLM-generated, iteratively refined penalty function lowers voltage and branch overload violations in RL-based distribution network energy management, at increased operating cost.