Do What You Say: Steering Vision-Language-Action Models via Runtime Reasoning-Action Alignment Verification

Yilin Wu, Anqi Li, Tucker Hermans +3

Reasoning Vision Language Action (VLA) models improve robotic instruction-following by generating step-by-step textual plans before low-level actions, an approach inspired by Chain…