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by nielsr HF Staff - opened
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  1. README.md +19 -3
README.md CHANGED
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  ---
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  license: bsd-2-clause
 
 
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  ---
 
 
 
 
 
 
 
 
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  ## Real-world environments
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  ### UR5e
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  #### RealUR5eDemoEnv
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  Various manipulation tasks with UR5e in the real world.
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-
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  <video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/677b624be4cf361eed593b69/lsf1AdsUjjHIMlub2cffI.mp4"></video>
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  The same data can be downloaded [here](https://www.dropbox.com/scl/fi/878r1olspwtgclfyi3hwy/RealUR5eFoldBlueHandkerchief_20241115.zip?rlkey=rkv6iwv0t3xzqtn8ufkc0g4gk&dl=1).
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- ## RoboManipBaselines Paper
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- https://huggingface.co/papers/2509.17057
 
 
 
 
 
 
 
 
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  ---
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  license: bsd-2-clause
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+ task_categories:
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+ - robotics
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  ---
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+
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+ # RoboManipBaselines: Real-world UR5e Dataset
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+
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+ This repository contains real-world demonstration data for the UR5e robot, associated with the paper [RoboManipBaselines: A Unified Framework for Imitation Learning in Robotic Manipulation across Real and Simulation Environments](https://huggingface.co/papers/2509.17057).
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+
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+ - **Project Page:** [https://isri-aist.github.io/RoboManipBaselines-ProjectPage/](https://isri-aist.github.io/RoboManipBaselines-ProjectPage/)
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+ - **GitHub Repository:** [https://github.com/isri-aist/RoboManipBaselines](https://github.com/isri-aist/RoboManipBaselines)
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+
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  ## Real-world environments
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  ### UR5e
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  #### RealUR5eDemoEnv
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  Various manipulation tasks with UR5e in the real world.
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  <video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/677b624be4cf361eed593b69/lsf1AdsUjjHIMlub2cffI.mp4"></video>
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  The same data can be downloaded [here](https://www.dropbox.com/scl/fi/878r1olspwtgclfyi3hwy/RealUR5eFoldBlueHandkerchief_20241115.zip?rlkey=rkv6iwv0t3xzqtn8ufkc0g4gk&dl=1).
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+ ## Citation
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+ ```bibtex
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+ @article{RoboManipBaselines_Murooka_2025,
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+ title={RoboManipBaselines: A Unified Framework for Imitation Learning in Robotic Manipulation across Real and Simulation Environments},
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+ author={Murooka, Masaki and Motoda, Tomohiro and Nakajo, Ryoichi and Oh, Hanbit and Makihara, Koshi and Shirai, Keisuke and Ogata, Tetsuya and Domae, Yukiyasu},
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+ journal={arXiv preprint arXiv:2509.17057},
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+ year={2025}
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+ }
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+ ```