EvoDriveVLA: Evolving Driving VLA Models via Collaborative Perception-Planning Distillation

Jiajun Cao, Xiaoan Zhang, Xiaobao Wei +10

Vision-Language-Action models have shown great promise for autonomous driving, yet they suffer from degraded perception after unfreezing the visual encoder and struggle with accumu…