2026
DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving
ICLR 2026poster
Scaling Vision-Language-Action (VLA) models on large-scale data offers a promising path to achieving a more generalized driving intelligence. However, VLA models are limited by a ``supervision deficit'': the vast model capacity is supervised by sparse, low-dimensional actions, leaving much of their…