arxivcs.ROeess.SY2026-07-01
Neuro-Symbolic Safety Guidance for Vision-Language-Action Models via Constrained Flow Matching
William English, Hao Zheng, Rickard Ewetz
Vision-Language-Action (VLA) models have demonstrated promising generalization capabilities across robotic manipulation tasks, yet their real-world deployment remains limited by the lack of effective safety measures. Specifically, existing safety measures only prevent collisions…