Measuring the Reasoning-Action Coupling in Driving Vision-Language-Action Models through Counterfactuals

Gabriel Manalu, Saad Wazir, Thao Do +4

Driving vision-language-action (VLA) models bring an appealing form of explainability to a safety-critical domain, since a system that can state the reasons for its maneuvers offer…