D&A: Decoupling Description and Assessment Enables VLMs as Zero-Shot Robotic Reward Models

Marius Memmel, Shawn Yin, Urvi Rutia +9

Vision-Language Models (VLMs) hold promise for zero-shot video task-progress estimation in robot learning, yet existing frameworks frequently suffer from confirmation bias, halluci…