2026
ACG: Action Coherence Guidance for Flow-Based Vision-Language-Action Models
ICRA 2026poster
Diffusion and flow matching models have emerged as powerful robot policies, enabling Vision-Language-Action (VLA) models to generalize across diverse scenes and instructions. Yet, when trained via imitation learning, their high generative capacity makes them sensitive to noise in human demonstration…