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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…

arXiv — cs.AIBy: Hyunwoo Ryu, Eric Ming Chen, Max Wilcoxson, Vincent SitzmannOctober 20, 2026 (18 hours ago)
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  • 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…
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Self-Improving Video-to-Action Models

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