VLA-Rolling: Fewer Denoising Steps, Better Control via Adaptive Action Reuse.

arXiv:2610.25043v3 Announce Type: replace Abstract: Flow-matching vision-language-action (VLA) models generate an action chunk by iteratively denoising Gaussian noise, but typically execute only a short prefix before replanning with updated observations. Under