Inferring Action from Future Latent State for Robotic Manipulation

Fenghao Lei, Zhixiong Huang, Long Yang +6

World-Action Models (WAMs) build robot control on video-generation backbones, which jointly predict dense future visual trajectories and robot actions. We argue that video generati…