RedLight-VLA: Models for traffic-rule grounding and behavioral emphasis in driving policies

Bala Murali Manoghar Sai Sudhakar, Sourab Bapu Sridhar, Sandipan Das +5

Behavior-cloned Vision-Language-Action (VLA) driving policies struggle with rare rule-governed maneuvers at signalized intersections. Braking and launching examples contribute litt…