Serge Thilges

TROLL: Trust Regions Improve Reinforcement Learning for Large Language Models

PAWS: Preference Learning with Advantage-Weighted Segments

Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning