Where Predictive Supervision Goes Shapes What VLA Policies Learn

Hanseul Kim, Jewon Yeom, Youngjoon Jeong +2

Future prediction is increasingly used to improve vision-language-action (VLA) policies, based on the premise that anticipating scene evolution encourages representations useful fo…