Unleashing VLA Potentials in Autonomous Driving via Explicit Learning from Failures

Yuechen Luo, Qimao Chen, Fang Li +5

Vision-Language-Action (VLA) models for autonomous driving often hit a performance plateau during Reinforcement Learning (RL) optimization. This stagnation arises from exploration…