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1900.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:fb04f1b6815a43ac0db88747b3c524869a626aac16358509c75fb0508445ea39
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README.md
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---
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license: bsd-2-clause
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---
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# [RoboManipBaselines](https://github.com/isri-aist/RoboManipBaselines)
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Software that integrates various imitation learning methods and benchmark task environments to provide baselines for robot manipulation
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[](https://github.com/isri-aist/RoboManipBaselines/actions/workflows/install.yml)
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[](https://github.com/isri-aist/RoboManipBaselines/actions/workflows/pre-commit.yml)
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[](https://github.com/isri-aist/RoboManipBaselines/blob/master/LICENSE)
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https://github.com/user-attachments/assets/ba4a772f-0de5-47da-a4ec-bdcbf13d7d58
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## Policies
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### [SARNN](./robo_manip_baselines/sarnn)
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Spatial attention recurrent neural network
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### [ACT](./robo_manip_baselines/act)
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Action Chunking with Transformers
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### [DiffusionPolicy](./robo_manip_baselines/diffusion_policy)
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Diffusion Policy
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### [MT-ACT](./robo_manip_baselines/mt_act)
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Multi-Task Action Chunking Transformer
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## Data
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### Publicly available datasets
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### Data collection by teleoperation
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## Environments for robot manipulation
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## Utilities
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## Evaluation results
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## License
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Files that originate from this repository are subject to the BSD 2-Clause License. If a file explicitly states a different license, or if there are different license files in a directory, those licenses will take precedence. For files in third-party directories, please follow the respective licenses.
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## Citation
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You can cite this work with:
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```bib
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@software{RoboManipBaselines_GitHub2024,
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author = {Murooka, Masaki and Motoda, Tomohiro and Nakajo, Ryoichi},
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title = {{RoboManipBaselines}},
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url = {https://github.com/isri-aist/RoboManipBaselines},
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version = {1.0.0},
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year = {2024}
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month = dec,
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}
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```
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