DREAMSTEER: Latent World Models Can Steer VLA Policies During Deployment Without Any Finetuning

Hanchen Cui, Sergio Arnaud, Arjun Majumdar +5

Pretrained vision-language-action (VLA) policies show promising zero-shot generalization, but often fail under deployment-time distribution shift, leading to decreased robustness a…