Improve dataset card: add metadata, paper, code and project page links
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by nielsr HF Staff - opened
README.md
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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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<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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##
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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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# RoboManipBaselines: Real-world UR5e Dataset
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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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- **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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## 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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```
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