LaWAM: Latent World Action Models for Efficient Dynamics-Aware Robot Policies.

arXiv:2606.15768v2 Announce Type: replace-cross Abstract: Vision-Language-Action models (VLAs) leverage large-scale vision-language pretraining for semantic robot control, but often lack explicit foresight into how robot actions change the scene. World-Action