Contextualized Hybrid Ensemble Q-learning: Learning Fast with Control Priors. - Emma Cramer; Bernd Frauenknecht; Ramil Sabirov; Sebastian Trimpe (RLJ, 2024)

Partially Observable Residual Reinforcement Learning for PV-Inverter-Based Voltage Control in Distribution Grids. - Sarra Bouchkati; Ramil Sabirov; Steffen Kortmann; Andreas Ulbig (CoRR, 2025)