Robust-WAM: Bridging Generative Pretraining and Semantic Foresight in World-Action Models

Haodong Yan, Junfeng Li, Junjie He +12

Mainstream World-Action Models (WAMs) adapt pretrained video generation models (VGMs) for robot control, transferring their learned dynamics prior for action prediction. These VGMs…