diff --git a/README.md b/README.md
index f04ef2d2..f90081d0 100644
--- a/README.md
+++ b/README.md
@@ -12,7 +12,19 @@ This repository contains the Deep Reinforcement Learning Course mdx files and no
- **Sign up here** ➡️➡️➡️ http://eepurl.com/ic5ZUD
+## Course Maintenance Notice 🚧
+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**.
+
+Keep in mind the following points:
+
+- *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.
+
+- *Leaderboard* : The leaderboard is no longer operational.
+
+Aside from these points, all theory content and practical exercises remain fully accessible and effective for learning.
+
+If you have any problem with one of the hands-on **please check the issue sections where the community give some solutions to bugs**.
## Citing the project
diff --git a/units/en/unit0/introduction.mdx b/units/en/unit0/introduction.mdx
index fec14228..14ee988e 100644
--- a/units/en/unit0/introduction.mdx
+++ b/units/en/unit0/introduction.mdx
@@ -36,6 +36,19 @@ Don’t forget to **sign up to the course
Sign up 👉 here
+## Course Maintenance Notice 🚧
+
+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**.
+
+Keep in mind the following points:
+
+- *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.
+
+- *Leaderboard* : The leaderboard is no longer operational.
+
+Aside from these points, all theory content and practical exercises remain fully accessible and effective for learning.
+
+If you have any problem with one of the hands-on **please check the issue sections where the community give some solutions to bugs**.
## What does the course look like? [[course-look-like]]
@@ -124,13 +137,6 @@ In this new version of the course, you have two types of challenges:
-## I found a bug, or I want to improve the course [[contribute]]
-
-Contributions are welcomed 🤗
-
-- If you *found a bug 🐛 in a notebook*, please open an issue and **describe the problem**.
-- If you *want to improve the course*, you can open a Pull Request.
-
## I still have questions [[questions]]
Please ask your question in our discord server #rl-discussions.
diff --git a/units/en/unit7/introduction.mdx b/units/en/unit7/introduction.mdx
index 3db9caa5..d77e1678 100644
--- a/units/en/unit7/introduction.mdx
+++ b/units/en/unit7/introduction.mdx
@@ -24,7 +24,13 @@ So today we’re going to **learn the basics of the fascinating topic of multi-a
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**.
-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).
+## Course Maintenance Notice 🚧
+
+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**.
+
+Keep in mind the following points:
+
+- *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.
-## I found a bug, or I want to improve the course [[contribute]]
-
-Contributions are welcomed 🤗
-
-- If you *found a bug 🐛 in a notebook*, please open an issue and **describe the problem**.
-- If you *want to improve the course*, you can open a Pull Request.
-
## I still have questions [[questions]]
Please ask your question in our discord server #rl-discussions.
diff --git a/units/en/unit7/introduction.mdx b/units/en/unit7/introduction.mdx
index 3db9caa5..d77e1678 100644
--- a/units/en/unit7/introduction.mdx
+++ b/units/en/unit7/introduction.mdx
@@ -24,7 +24,13 @@ So today we’re going to **learn the basics of the fascinating topic of multi-a
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**.
-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).
+## Course Maintenance Notice 🚧
+
+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**.
+
+Keep in mind the following points:
+
+- *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.