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cs.RO 1

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2026 1

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RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation

cs.RO · 2026-07-07 · conditional · novelty 6.0

A tri-branch diffusion model co-generates RGB, depth, and optical flow from a single RGB-D image, and an inverse dynamics head on its internal latents achieves state-of-the-art bimanual manipulation success rates.

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  • RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation cs.RO · 2026-07-07 · conditional · none · ref 38

    A tri-branch diffusion model co-generates RGB, depth, and optical flow from a single RGB-D image, and an inverse dynamics head on its internal latents achieves state-of-the-art bimanual manipulation success rates.