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<p style="text-align:center"> <p style="text-align:center">
<img alt="repository" src="https://gitlab.aicrowd.com/flatland/flatland/badges/master/pipeline.svg"> <img alt="repository" src="https://gitlab.aicrowd.com/flatland/flatland/badges/master/pipeline.svg">
<img alt="discord" src="https://gitlab.aicrowd.com/flatland/flatland/badges/master/coverage.svg"> <img alt="coverage" src="https://gitlab.aicrowd.com/flatland/flatland/badges/master/coverage.svg">
</p> </p>
Flatland is a open-source toolkit for developing and comparing Multi Agent Reinforcement Learning algorithms in little (or ridiculously large!) gridworlds. Flatland is a open-source toolkit for developing and comparing Multi Agent Reinforcement Learning algorithms in little (or ridiculously large!) gridworlds.
[The official documentation](http://flatland.aicrowd.com/) contains full details about the environment and problem statement [The official documentation](http://flatland.aicrowd.com/) contains full details about the environment and problem statement
Flatland is tested with Python 3.6 and 3.7 on modern versions of macOS, Linux and Windows. You may encounter problems with graphical rendering if you use WSL. Your [contribution is welcome](https://flatland.aicrowd.com/misc/contributing.html) if you can help with this! Flatland is tested with Python 3.6, 3.7 and 3.8 on modern versions of macOS, Linux and Windows. You may encounter problems with graphical rendering if you use WSL. Your [contribution is welcome](https://flatland.aicrowd.com/misc/contributing.html) if you can help with this!
🏆 Challenges 🏆 Challenges
--- ---
This library was developed specifically for the AIcrowd [Flatland challenges](http://flatland.aicrowd.com/research/top-challenge-solutions.html) in which we strongly encourage you to take part in! This library was developed specifically for the AIcrowd [Flatland challenges](http://flatland.aicrowd.com/research/top-challenge-solutions.html) in which we strongly encourage you to take part in!
- [Flatland 3 Challenge](https://www.aicrowd.com/challenges/flatland-3) - ONGOING!
- [AMLD 2021 Challenge](https://www.aicrowd.com/challenges/flatland)
- [NeurIPS 2020 Challenge](https://www.aicrowd.com/challenges/neurips-2020-flatland-challenge/) - [NeurIPS 2020 Challenge](https://www.aicrowd.com/challenges/neurips-2020-flatland-challenge/)
- [2019 Challenge](https://www.aicrowd.com/challenges/flatland-challenge) - [2019 Challenge](https://www.aicrowd.com/challenges/flatland-challenge)
...@@ -30,7 +32,7 @@ This library was developed specifically for the AIcrowd [Flatland challenges](ht ...@@ -30,7 +32,7 @@ This library was developed specifically for the AIcrowd [Flatland challenges](ht
Install [Anaconda](https://www.anaconda.com/distribution/) and create a new conda environment: Install [Anaconda](https://www.anaconda.com/distribution/) and create a new conda environment:
```console ```console
$ conda create python=3.6 --name flatland-rl $ conda create python=3.7 --name flatland-rl
$ conda activate flatland-rl $ conda activate flatland-rl
``` ```
...@@ -57,7 +59,7 @@ $ git clone git@gitlab.aicrowd.com:flatland/flatland.git ...@@ -57,7 +59,7 @@ $ git clone git@gitlab.aicrowd.com:flatland/flatland.git
Once you have a copy of the source, install it with: Once you have a copy of the source, install it with:
```console ```console
$ python setup.py install $ pip install -e .
``` ```
### Test installation ### Test installation
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👥 Credits 👥 Credits
--- ---
This library was developed by [SBB](https://www.sbb.ch/en/), [Deutsche Bahn](https://www.deutschebahn.com/), [AIcrowd](https://www.aicrowd.com/) and [numerous contributors](http://flatland.aicrowd.com/misc/credits.html) and AIcrowd research fellows from the AIcrowd community. This library was developed by [SBB](https://www.sbb.ch/en/), [Deutsche Bahn](https://www.deutschebahn.com/), [SNCF](https://www.sncf.com/en), [AIcrowd](https://www.aicrowd.com/) and [numerous contributors](http://flatland.aicrowd.com/misc/credits.html) and AIcrowd research fellows from the AIcrowd community.
➕ Contributions ➕ Contributions
--- ---
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🔗 Partners 🔗 Partners
--- ---
<a href="https://sbb.ch" target="_blank" style="margin-right:25px"><img src="https://i.imgur.com/OSCXtde.png" alt="SBB" width="200"/></a> <a href="https://sbb.ch" target="_blank" style="margin-right:30px"><img src="https://annpr2020.ch/wp-content/uploads/2020/06/SBB.png" alt="SBB" width="140"/></a>
<a href="https://www.deutschebahn.com/" target="_blank" style="margin-right:25px"><img src="https://i.imgur.com/pjTki15.png" alt="DB" width="200"/></a> <a href="https://www.deutschebahn.com/" target="_blank" style="margin-right:30px"><img src="https://i.imgur.com/pjTki15.png" alt="DB" width="140"/></a>
<a href="https://www.aicrowd.com" target="_blank"><img src="https://avatars1.githubusercontent.com/u/44522764?s=200&v=4" alt="AICROWD" width="200"/></a> <a href="https://www.sncf.com/en" target="_blank" style="margin-right:30px"><img src="https://iconape.com/wp-content/png_logo_vector/logo-sncf.png" alt="SNCF" width="140"/></a>
<a href="https://www.aicrowd.com" target="_blank"><img src="https://i.imgur.com/kBZQGI9.png" alt="AIcrowd" width="140"/></a>
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