Devil is in Narrow Policy: Unleashing Exploration in Driving VLA Models

Canyu Chen, Yuguang Yang, Zhewen Tan +10

We identify a fundamental Narrow Policy limitation undermining the performance of autonomous VLA models, where driving Imitation Learning (IL) tends to collapse exploration and lim…