DualWAM: Dual-System World Action Models for Asynchronous Global Planning and Local Refinement

Yixin Zheng, Jiangran Lyu, Yuntian Deng +6

World Action Models (WAMs) jointly generate robot actions and predict future world states, transferring priors from video pretraining to robot control. However, future visual predi…