RefineDrive: Reliable Failure-Guided Learning for Vision-Language-Action Driving

Zhe Sun, Ziyi Luo, Yehao Lu +2

Vision-Language-Action (VLA) models for autonomous driving rely heavily on successful expert demonstrations, leaving model-specific failures underexploited. Learning from these fai…