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 th…