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Merge pull request #3 from NVlabs/add_stats
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amandlek authored Oct 27, 2023
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<img width="95.0%" src="assets/mimicgen.gif">
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This repository contains the official release of simulation environments and datasets for the [CoRL 2023](https://www.corl2023.org/) paper "MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations". The datasets contain over 48,000 task demonstrations across 12 tasks.
This repository contains the official release of simulation environments and datasets for the [CoRL 2023](https://www.corl2023.org/) paper "MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations".

The datasets contain over 48,000 task demonstrations across 12 tasks.

Website: https://mimicgen.github.io

Paper: https://arxiv.org/abs/2310.17596


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### Dataset Statistics

The datasets contain over 48,000 task demonstrations across 12 tasks.

We provide more information on the amount of demonstrations for each dataset type:
- **source**: 120 human demonstrations across 12 tasks (10 per task) used to automatically generate the other datasets
- **core**: 26,000 task demonstrations across 12 tasks (26 task variants)
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