Add AdaptiGraph simulation data (rope, granular, cloth)
Browse files
README.md
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---
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license: mit
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tags:
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- robotics
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- simulation
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- deformable-objects
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pretty_name: AdaptiGraph simulation data
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---
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# AdaptiGraph simulation data
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Simulation data for [AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation](https://robopil.github.io/adaptigraph/) (RSS 2024).
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Code: [github.com/Boey-li/AdaptiGraph](https://github.com/Boey-li/AdaptiGraph) · Checkpoints: [boeyyyy/AdaptiGraph](https://huggingface.co/boeyyyy/AdaptiGraph)
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100 episodes per material (98 train, 2 validation/visualization): `rope.zip`, `granular.zip`, `cloth.zip`.
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```
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hf download boeyyyy/AdaptiGraph-data --repo-type dataset --local-dir sim_data
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cd sim_data && for m in rope granular cloth; do unzip -q $m.zip; done
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```
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## Citation
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```bibtex
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@inproceedings{zhang2024adaptigraph,
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title={AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation},
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author={Zhang, Kaifeng and Li, Baoyu and Hauser, Kris and Li, Yunzhu},
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booktitle={Proceedings of Robotics: Science and Systems (RSS)},
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year={2024}
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}
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```
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cloth.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:ea9a6a46a9c67e33b069bd30f278b8899d6d650bdcce69b6cf66602af3c3b541
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size 476828964
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granular.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:dac9d8de0e0863045a2ac6c08c369537d5d94b8711e586922507da76177edfc1
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size 686064449
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rope.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:683f371e3267db89db953f1142cde33719c1e287c5397201704cf651b382fa12
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size 868133700
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