PB${}^2$: Preference Space Exploration via Population-Based Methods in Preference-Based Reinforcement Learning

Brahim Driss, Alex Davey, Riad Akrour

Preference-based reinforcement learning (PbRL) has emerged as a promising approach for learning behaviors from human feedback without predefined reward functions. However, current…