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

arXiv:2609.38984v1 Announce Type: cross Abstract: 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 at a substantial inference co