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# Unit 2: Introduction to Q-Learning
- [Part 1 is published](https://huggingface.co/blog/deep-rl-q-part1)
- Part 2 **will be published on Friday 📅**
In this Unit, we're going to dive deeper into one of the Reinforcement Learning methods: value-based methods and **study our first RL algorithm: Q-Learning**.
We'll also implement our **first RL agent from scratch**: a Q-Learning agent and will train it in two environments:
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You'll then be able to **compare your agent’s results with other classmates thanks to a leaderboard** 🔥.
This Unit is divided into 2 parts:
- [Part 1 is published](https://huggingface.co/blog/deep-rl-q-part1)
- Part 2 will be published on Friday 📅
- [Part 1](https://huggingface.co/blog/deep-rl-q-part1)
- [Part 2](https://huggingface.co/blog/deep-rl-q-part2)
<img src="assets/img/two_parts.jpg" alt="Two parts"/>
This course is **self-paced**, you can start whenever you want.
## Required time ⏱️