DC-WAM: Dynamic-Centric Visual Supervision and Reasoning for World-Action Models

Haoyuan Ji, Lingxiang Fan, Shang Su +4

World-Action Models (WAMs) augment robot policies with future visual prediction, but it remains unclear what the visual modality should learn for control. While photorealistic futu…