WAM-OPD: Joint Video-Action Supervision for World Action Model Post-Training with On-Policy Distillation.

arXiv:2608.22364v2 Announce Type: replace Abstract: World Action Models (WAMs) generate both future video and robot actions, offering two connected outputs for post-training supervision. How can a pretrained WAM learn from a stronger Teacher on the histories i