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Preprint Sep 2026

SyncWorld: Visual Calibration Enables World Models as Zero-Shot Simulators

World models are increasingly used as policy-in-the-loop imagination environments, where reliable rollouts require fine-grained controllability with respect to low-level robot actions. A key obstacle to scaling such models in robotics is that actions are not a universal language in pixel space: changes in visual enviro...

Yuncong Yang, Zhen Han, Furkan Ozyurt et al. · 1 citation

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