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[submodule "oscar/rl_games"] | ||
path = oscar/rl_games | ||
url = https://github.com/cremebrule/rl_games.git | ||
branch = oscar |
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Some generated files are not rendered by default. Learn more about how customized files appear on GitHub.
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Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved. | ||
NVIDIA CORPORATION and its licensors retain all intellectual property | ||
and proprietary rights in and to this software, related documentation | ||
and any modifications thereto. Any use, reproduction, disclosure or | ||
distribution of this software and related documentation without an express | ||
license agreement from NVIDIA CORPORATION is strictly prohibited. |
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## OSCAR | ||
This repository contains the codebase used in [OSCAR: Data-Driven Operational Space Control for Adaptive and Robust Robot Manipulation](arxiv_link_TODO). | ||
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More generally, this codebase is a modular framework built upon [IsaacGym](https://developer.nvidia.com/isaac-gym), and intended to support future robotics research leveraging large-scale training. | ||
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Of note, this repo contains: | ||
- High-quality controller implementations of OSC, IK, and Joint-Based controllers that have been fully parallelized for PyTorch | ||
- Complex Robot Manipulation tasks for benchmarking learning algorithms | ||
- Modular structure enabling rapid prototyping of additional robots, controllers, and environments | ||
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## Requirements | ||
- Linux machine | ||
- Conda | ||
- NVIDIA GPU + CUDA | ||
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## Getting Started | ||
First, clone this repo: | ||
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```bash | ||
git clone https://github.com/NVlabs/oscar.git | ||
``` | ||
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Next, create a new conda environment to be used for this repo and activate the repo: | ||
```bash | ||
cd oscar | ||
bash create_conda_env_oscar.sh | ||
conda activate oscar | ||
``` | ||
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This will create a new conda environment named `oscar` and additional install some dependencies. Next, we need IsaacGym. This repo itself does not contain IsaacGym, but is compatible with any version > preview 3.0. | ||
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Install and build IsaacGym [HERE](https://developer.nvidia.com/isaac-gym). | ||
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Once installed, navigate to the python directory and install the package to this conda environment: | ||
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```bash | ||
cd <ISAACGYM_REPO_PATH>/python | ||
pip install -e . | ||
``` | ||
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Now with IsaacGym installed, we can finally install this repo as a package: | ||
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```bash | ||
cd <OSCAR_REPO_PATH> | ||
pip install -e . | ||
``` | ||
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That's it! | ||
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## Prerequisites | ||
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- Supported platforms are Linux (Ubuntu 16.04+) and Windows 10 (version 1809 is required). | ||
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- Install Git and [Git LFS](https://github.com/git-lfs/git-lfs/wiki/Installation). | ||
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- If you wish to develop using Isaac Gym, you should [fork this repository](https://gitlab-master.nvidia.com/carbon-gym/carbgym/forks/new). | ||
* Go to your newly created fork in GitLab, select | ||
* go to "Settings->Repository->Mirroring repositories" | ||
* set "Git repository URL" to https://gitlab-master.nvidia.com/carbon-gym/carbgym.git | ||
* select "Pull" under "Mirror direction". | ||
* clear out the text under "Password". | ||
* check the "Overwrite diverged branches" checkbox. | ||
* go to "Settings->General->Visibility, project features, permissions" | ||
* ensure "Project Visibility" is set to "Public". | ||
* Clone your fork to a local hard drive. On Windows, make sure to use a NTFS drive. | ||
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- If you just want to use Isaac Gym as-is, you can clone this repositiory directly to your hard drive (on Windows, make sure to use a NTFS drive). | ||
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- On Ubuntu, you should run `./setup.sh` to install some prerequisite software. This only needs to be done once. | ||
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## Building | ||
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Execute `./build.sh` on Linux or `build.bat` on Windows. | ||
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For building in Visual Studio you need VS 2017 with [SDK 10.17763+](https://go.microsoft.com/fwlink/?LinkID=2023014). | ||
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The build output will be found in the generated `_build` folder and the make/solution | ||
files will be found in the generated `_compiler` directory. | ||
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## Python | ||
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See the [Python README](/python/README.md) for information on running the Python examples. | ||
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## Contributing | ||
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Please read [CONTRIBUTING.md](CONTRIBUTING.md). |
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#### | ||
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