From a9288749b750289cd7a574307fa3f35fda914b58 Mon Sep 17 00:00:00 2001 From: Thomas Simonini Date: Mon, 5 Sep 2022 16:59:55 +0200 Subject: [PATCH] Create README.md --- unit9/README.md | 48 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 48 insertions(+) create mode 100644 unit9/README.md diff --git a/unit9/README.md b/unit9/README.md new file mode 100644 index 0000000..c2c8b61 --- /dev/null +++ b/unit9/README.md @@ -0,0 +1,48 @@ +# Unit 9: Decision Transformers and offline Reinforcement Learning 🤖 + +![cover](assets/img/thumbnail.png) + +In this Unit, you'll learn what is Decision Transformer and Offline Reinforcement Learning. And then, you’ll train your first Offline Decision Transformer model from scratch to make a half-cheetah run. + +This course is **self-paced**, you can start whenever you want. + +## Required time ⏱️ +The required time for this unit is, approximately: +- **1 hour** for the theory +- **1 hour** for the hands-on. + +## Start this Unit 🚀 +Here are the steps for this Unit: + +1️⃣ 📖 Read [Introducing Decision Transformers on Hugging Face 🤗](https://huggingface.co/blog/decision-transformers) + +2️⃣ 👩‍💻 Then dive [on the first hands-on](https://colab.research.google.com/drive/1K3UuajwoPY1MzRKNkONNRS3gS5DxZ-qF?usp=sharing) + +3️⃣ 📖 Read [Train your first Decision Transformer](https://huggingface.co/blog/decision-transformers-train) + +4️⃣ 👩‍💻 Then dive on the hands-on, where **you’ll train your first Offline Decision Transformer model from scratch to make a half-cheetah run**. ADD LINK + +## How to make the most of this course + +To make the most of the course, my advice is to: + +- **Participate in Discord** and join a study group. +- **Read multiple times** the theory part and takes some notes. +- Don’t just do the colab. When you learn something, try to change the environment, change the parameters and read the libraries' documentation. Have fun 🥳. +- Struggling is **a good thing in learning**. It means that you start to build new skills. Deep RL is a complex topic and it takes time to understand. Try different approaches, use our additional readings, and exchange with classmates on discord. + +## This is a course built with you 👷🏿‍♀️ + +We want to improve and update the course iteratively with your feedback. **If you have some, please fill this form** 👉 https://forms.gle/3HgA7bEHwAmmLfwh9 + +## Don’t forget to join the Community 📢 + +We have a discord server where you **can exchange with the community and with us, create study groups to grow each other and more**  + +👉🏻 [https://discord.gg/aYka4Yhff9](https://discord.gg/aYka4Yhff9). + +Don’t forget to **introduce yourself when you sign up 🤗** + +❓If you have other questions, [please check our FAQ](https://github.com/huggingface/deep-rl-class#faq) + +## Keep learning, stay awesome 🤗,