Abed AlRahman Al Makdah

DER Allocation without Load Prediction via Reinforcement Learning

A forecast-free reinforcement learning (RL) framework for DERA allocation that learns optimal policies directly from operational data, which preserves the interpretability and constraint satisfaction of DER model while adapting to stochastic demand variations through data-driven updates.