Preprint
Aug 2026
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.
Abed AlRahman Al Makdah, Aravind Ramana, Shaofeng Zou et al.
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