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ResearchOctober 20, 2026

Self-Improving Video-to-Action Models

arXiv:2610.24177v1 Announce Type: new Abstract: Video generative models are an emerging tool for embodied agents: they can serve as scalable visual planners, generating videos that depict how to complete previously unseen tasks. However, executing these plans typically requires…

Hyunwoo Ryu, Eric Ming Chen, Max Wilcoxson, Vincent Sitzmann·arXiv — cs.AI
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  • 01.arXiv:2610.24177v1 Announce Type: new Abstract: Video generative models are an emerging tool for embodied agents: they can serve as scalable visual planners, generating videos that depict how to complete previously unseen tasks
  • 02.However, executing these plans typically requires…

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