Where Predictive Supervision Goes Shapes What VLA Policies Learn.

arXiv:2609.36645v2 Announce Type: replace-cross Abstract: Future prediction is increasingly used to improve vision-language-action (VLA) policies, based on the premise that anticipating scene evolution encourages representations useful for control. However, fo