Beyond Pairwise Feedback: Listwise Vision-Language Supervision for Preference-Based Reward Learning

Srivalli Katkuri, Maxwell Kawada, Juan Wachs

Vision-language models (VLMs) have emerged as a powerful source of supervision for reinforcement learning, enabling agents to leverage rich semantic knowledge during training. Insp…