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News/Faster-WAM: Do World Action Models Need Deep Action Modules?
arxiv
PublishedOctober 8, 2026 at 4:00 AM

Faster-WAM: Do World Action Models Need Deep Action Modules?

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arXiv:2608.02365v2 Announce Type: replace-cross Abstract: World Action Models (WAMs) build on pretrained video models, whose representations are grounded in physical dynamics and provide a natural basis for action prediction. Despite this natural foundation, many WAMs still rely on deep, parameter-h

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