X-Foresight: A Joint Vision-Action Causal Forecasting Network via Predictive World Modeling

Baolu Li, Jingyu Qian, Rui Guo +17

Physical world knowledge resides mainly in videos. Equipping Vision-Language-Action (VLA) models with such knowledge is fundamental for safe and generalizable planning. Predictive…