One Token Per Frame: Reconsidering Visual Bandwidth in World Models for VLA Policy

Zuojin Tang, Shengchao Yuan, Xiaoxin Bai +4

Vision-language-action (VLA) models can use visual prediction to anticipate future states, but dense visual features make the generative sequence grow with the number of camera vie…