KineWorld: Action-Induced Transport Fields for Embodied World Modeling

Ziying Song, Yuchen Liu, Zhuoran Xu +6

Embodied world models predict the visual consequences of candidate actions before execution. However, existing action-conditioned world models often adopt uniformly weighted visual…