QoS-Aware Dynamic Frequency Scaling for Mixed-Critical Systems based on Shielded Reinforcement Learning. - Florian Maurer 003; Michael Meidinger; Yiming Lu; Thomas Hallermeier; Anmol Surhonne; Thomas Wild; Andreas Herkersdorf (NorCAS, 2024)

EPIC-Q: Equivalent-Policy Invariant Comparison Enhanced Transfer Q-learning for Run-Time SoC Performance-Power Optimization. - Anmol Surhonne; Haitham S. Fawzi; Florian Maurer 003; Oliver Lenke; Michael Meidinger; Thomas Wild; Andreas Herkersdorf (SAMOS, 2024)