Steering Vision-Language-Action Models as Anti-Exploration: A Test-Time Scaling Approach

Siyuan Yang, Yang Zhang, Haoran He +4

Vision-Language-Action (VLA) models, trained via flow-matching or diffusion objectives, excel at learning complex behaviors from large-scale, multi-modal datasets (e.g., human tele…