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# Environments |
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# ManiSkill | ||
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ManiSkill is a feature-rich GPU-accelerated robotics benchmark built on top of [SAPIEN](https://github.com/haosulab/sapien) designed to provide accessible support for a wide array of applications from robot learning, learning from demonstrations, sim2real/real2sim, and more. | ||
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Features: | ||
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* GPU parallelized simulation enabling 200,000+ FPS on some tasks | ||
* GPU parallelized rendering enabling 10,000+ FPS on some tasks, massively outperforming other benchmarks | ||
* Flexible API to build custom tasks of any complexity | ||
* Variety of verified robotics tasks with diverse dynamics and visuals | ||
* Reproducible baselines in Reinforcement Learning and Learning from Demonstrations, spread across tasks from dextrous manipulation to mobile manipulation | ||
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## User Guide | ||
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A user guide on how to use ManiSkill with GPU parallelized simulation for your robotics and machine learning workflows | ||
```{toctree} | ||
:maxdepth: 2 | ||
user_guide/index | ||
environments/index | ||
``` |
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# User Guide | ||
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ManiSkill is a feature-rich GPU-accelerated robotics benchmark built on top of [SAPIEN](https://github.com/haosulab/sapien) designed to provide accessible support for a wide array of applications from robot learning, learning from demonstrations, sim2real/real2sim, and more. | ||
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Features: | ||
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* GPU parallelized simulation enabling 200,000+ FPS on some tasks | ||
* GPU parallelized rendering enabling 10,000+ FPS on some tasks, massively outperforming other benchmarks | ||
* Flexible API to build custom tasks of any complexity | ||
* Variety of verified robotics tasks with diverse dynamics and visuals | ||
* Reproducible baselines in Reinforcement Learning and Learning from Demonstrations, spread across tasks from dextrous manipulation to mobile manipulation | ||
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```{toctree} | ||
:caption: Get started | ||
getting_started/installation | ||
getting_started/quickstart | ||
getting_started/docker | ||
``` | ||
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```{toctree} | ||
:maxdepth: 1 | ||
:caption: Resources | ||
demos/index | ||
tutorials/index | ||
concepts/index | ||
datasets/index | ||
data_collection/index | ||
algorithms_and_models/index | ||
workflows/index | ||
``` | ||
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```{toctree} | ||
:maxdepth: 2 | ||
:caption: Additional Resources | ||
additional_resources/performance_benchmarking | ||
additional_resources/education | ||
``` |
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