VARP: Reinforcement Learning from Vision-Language Model Feedback with Agent Regularized Preferences

Anukriti Singh, Amisha Bhaskar, Peihong Yu +4

Designing reward functions for continuous-control robotics often leads to subtle misalignments or reward hacking, especially in complex tasks. Preference-based RL mitigates some of…