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Author

You-Hui Wang

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Preprint Oct 2026

RoboRender: Robot-Oriented Video Generation for Visual Sim-to-Real Transfer

Results demonstrate that generative video rendering mitigates the visual sim-to-real gap for zero-shot policy transfer, and shows that policy performance improves with more generated videos per simulation trajectory, increasing opening-task success by 65 percentage points.

Huang Huang, Wen-Si Ai, Zi-Yu Chen et al. · 0 citations
Preprint Sep 2026

DexAgent: An Agentic Human2Sim2Robot Framework for Dexterous Manipulation with Self-Evolving Tool Library

Human videos offer a scalable source of demonstrations for dexterous robot manipulation. However, existing human-to-simulation-to-robot (Human2Sim2Robot) pipelines rely on predefined procedures that struggle to accommodate diverse object properties and interactions, particularly those involving articulated and deformab...

You-Hui Wang, Yun-Zhu Li, Fei-Fei Li et al. · 1 citation

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