PrefMoE: Robust Preference Modeling with Mixture-of-Experts Reward Learning

Ziqin Yuan, Ruiqi Wang, Dezhong Zhao +2

Preference-based reinforcement learning offers a scalable alternative to manual reward engineering by learning reward structures from comparative feedback. However, large-scale pre…