Sparse-WAM: Accelerating World Action Models via Action-Guided Sparse Imagination

Xinling Xie, Haodong Wang, Jiazhi Mi +8

World-action models (WAMs) leverage pretrained video models to improve generalization in robot control by jointly predicting future visual states and actions. This capability comes…