VLALight: Lightweight Vision-Language-Action Models for Emergency-Aware Traffic Signal Control.

arXiv:2609.30709v1 Announce Type: cross Abstract: Traffic signal control (TSC) is essential for mitigating urban congestion. Recent advances in vision-language models (VLMs) enable richer interpretation of intersection scenes, opening new opportunities for vis