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Real2Render2Real

Scaling Robot Data Without Dynamics Simulation or Robot Hardware

project page | arxiv

Justin Yu*, Letian Fu*, Huang Huang, Karim El-Refai, Rares Ambrus, Richard Cheng, Muhammad Zubair Irshad, Ken Goldberg

University of California, Berkeley | Toyota Research Institute *Equal contribution

TODO

  • Release real-to-sim pipeline (September 15th, 2025)
  • Release the datasets (September 15th, 2025)
  • Release our policy training infrastructure (September 15th, 2025)

The code used in this project to deploy high-frequency visuomotor policies on the YuMi IRB14000 robot is hosted on repo uynitsuj/yumi_realtime

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Real2Render2Real: Scaling Robot Data Without Dynamics Simulation or Robot Hardware

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