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Merge pull request #617 from huggingface/ThomasSimonini/LowMaintenance
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README.md

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@@ -12,7 +12,19 @@ This repository contains the Deep Reinforcement Learning Course mdx files and no
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- **Sign up here** ➡️➡️➡️ http://eepurl.com/ic5ZUD
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## Course Maintenance Notice 🚧
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Please note that this **Deep Reinforcement Learning course is now in a low-maintenance state**. However, it **remains an excellent resource to learn both the theory and practical aspects of Deep Reinforcement Learning**.
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Keep in mind the following points:
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- *Unit 7 (AI vs AI)* : This feature is currently non-functional. However, you can still train your agent to play soccer and observe its performance.
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- *Leaderboard* : The leaderboard is no longer operational.
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Aside from these points, all theory content and practical exercises remain fully accessible and effective for learning.
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If you have any problem with one of the hands-on **please check the issue sections where the community give some solutions to bugs**.
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## Citing the project
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units/en/unit0/introduction.mdx

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Sign up 👉 <a href="http://eepurl.com/ic5ZUD">here</a>
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## Course Maintenance Notice 🚧
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Please note that this **Deep Reinforcement Learning course is now in a low-maintenance state**. However, it **remains an excellent resource to learn both the theory and practical aspects of Deep Reinforcement Learning**.
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Keep in mind the following points:
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- *Unit 7 (AI vs AI)* : This feature is currently non-functional. However, you can still train your agent to play soccer and observe its performance.
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- *Leaderboard* : The leaderboard is no longer operational.
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Aside from these points, all theory content and practical exercises remain fully accessible and effective for learning.
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If you have any problem with one of the hands-on **please check the issue sections where the community give some solutions to bugs**.
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## What does the course look like? [[course-look-like]]
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<img src="https://huggingface.co/datasets/huggingface-deep-rl-course/course-images/resolve/main/en/unit0/challenges.jpg" alt="Challenges" width="100%"/>
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## I found a bug, or I want to improve the course [[contribute]]
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Contributions are welcomed 🤗
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- If you *found a bug 🐛 in a notebook*, please <a href="https://github.com/huggingface/deep-rl-class/issues">open an issue</a> and **describe the problem**.
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- If you *want to improve the course*, you can <a href="https://github.com/huggingface/deep-rl-class/pulls">open a Pull Request.</a>
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## I still have questions [[questions]]
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Please ask your question in our <a href="https://discord.gg/ydHrjt3WP5">discord server #rl-discussions.</a>

units/en/unit7/introduction.mdx

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And the most exciting part is that, during this unit, you’re going to train your first agents in a multi-agents system: **a 2vs2 soccer team that needs to beat the opponent team**.
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And you’re going to participate in **AI vs. AI challenge** where your trained agent will compete against other classmates’ agents every day and be ranked on a [new leaderboard](https://huggingface.co/spaces/huggingface-projects/AIvsAI-SoccerTwos).
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## Course Maintenance Notice 🚧
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Please note that this **Deep Reinforcement Learning course is now in a low-maintenance state**. However, it **remains an excellent resource to learn both the theory and practical aspects of Deep Reinforcement Learning**.
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Keep in mind the following points:
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- *Unit 7 (AI vs AI)* : This feature is currently non-functional. However, you can still train your agent to play soccer and observe its performance. But the leaderboard for AI vs AI soccer was shut down.
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<figure>
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<img src="https://huggingface.co/datasets/huggingface-deep-rl-course/course-images/resolve/main/en/unit10/soccertwos.gif" alt="SoccerTwos"/>

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