Efficient Reinforcement Learning from Human Feedback via Bayesian Preference Inference

Matteo Cercola, Valeria Capretti, Simone Formentin

Learning from human preferences is a cornerstone of aligning machine learning models with subjective human judgments. Yet, collecting such preference data is often costly and time-…