CounterAlign: Counterfactual Supervision for Vision-Language-Action Models

Haru Kondoh, Kei Ota, Asako Kanezaki +1

Vision-Language-Action (VLA) models are typically trained with behavior cloning (BC) on expert demonstrations. However, BC provides only positive supervision for expert actions, wi…