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# 🚂 Flatland Baselines
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This repository contains reinforcement learning baselines for the [NeurIPS 2020 Flatland Challenge](https://www.aicrowd.com/challenges/neurips-2020-flatland-challenge/) based on RLlib.
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**Read the [baseline documentation](https://flatland.aicrowd.com/research/baselines.html) to see how to setup and use the baselines.**
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Looking for something simpler? We also provide a DQN method implemented from scratch using PyTorch: https://gitlab.aicrowd.com/flatland/flatland-examples 
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Notes
---
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- The basic structure of this repository is adapted from [https://github.com/spMohanty/rl-experiments/](https://github.com/spMohanty/rl-experiments/)
- The baselines are under the MIT license
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Main links
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* [Flatland documentation](https://flatland.aicrowd.com/)
* [NeurIPS 2020 Challenge](https://www.aicrowd.com/challenges/neurips-2020-flatland-challenge/)
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Communication
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* [Discord Channel](https://discord.com/invite/hCR3CZG)
* [Discussion Forum](https://discourse.aicrowd.com/c/neurips-2020-flatland-challenge)
* [Issue Tracker](https://gitlab.aicrowd.com/flatland/flatland/issues/)