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

arXiv:2610.30953v1 Announce Type: new Abstract: 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 offers the transparency that deployme