Geo-VLA: Geometry-Aware Vision-Language-Action Planning via Internalization of Map Semantics

Ran Chen, Jiaxing Ren, Zhikun Zhang +3

Vision-language-action (VLA) models have advanced end-to-end autonomous driving by leveraging foundation models for semantic reasoning and long-tail generalization. However, their…