Dreaming when Necessary: Advancing World Action Models with Adaptive Multi-Modal Reasoning

Yinzhou Tang, Jingbo Xu, Yu Shang +4

World Action Models (WAMs) offer a promising approach to embodied intelligence, yet existing methods rely heavily on video prediction as action priors and lack adaptive multimodal…