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ExpertarXiv

SmolWAM: A Latent World-Action Model for Robotic Manipulation on Edge Devices

Timi Owolabi, Hikmah Olawore, Frances Adelakun, Ayotomiwa Oyewumi
From the abstract

World-action models (WAMs) predict a robot's actions together with the observations those actions will produce. However, the strongest models rely on video diffusion transformers that are far too computationally expensive for resource-constrained edge devices.

From the abstract. Our summary is in progress.