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@@ -28,11 +28,11 @@ This course is **self-paced** you can start when you want 🥳.
| [Published 🥳](https://github.com/huggingface/deep-rl-class/tree/main/unit3#unit-3-deep-q-learning-with-atari-games-) | [Deep Q-Learning](https://github.com/huggingface/deep-rl-class/tree/main/unit3#unit-3-deep-q-learning-with-atari-games-) | Train a Deep Q-Learning agent to play Space Invaders using [RL-Baselines3-Zoo](https://github.com/DLR-RM/rl-baselines3-zoo) |
| [Published 🥳](https://github.com/huggingface/deep-rl-class/blob/main/unit3/bonus.md)| [Bonus: Automatic Hyperparameter Tuning using Optuna](https://github.com/huggingface/deep-rl-class/blob/main/unit3/bonus.md)| | | |
| [Published 🥳](https://medium.com/@thomassimonini/an-introduction-to-unity-ml-agents-with-hugging-face-efbac62c8c80) | [🎁 Learn to train your first Unity MLAgent](https://medium.com/@thomassimonini/an-introduction-to-unity-ml-agents-with-hugging-face-efbac62c8c80) | |
| June the 23th | Policy-based methods | 🏗️ |
| June the 30th | Actor-Critic Methods | 🏗️ |
| July the 7th | Proximal Policy Optimization (PPO) | 🏗️ |
| July the 14th | Decision Transformers and offline Reinforcement Learning | 🏗️ |
| July the 21th | Towards better explorations methods | 🏗️ |
| June the 30th | Policy-based methods | 🏗️ |
| July the 7th | Actor-Critic Methods | 🏗️ |
| July the 14th | Proximal Policy Optimization (PPO) | 🏗️ |
| July the 21th | Decision Transformers and offline Reinforcement Learning | 🏗️ |
| July the 28th | Towards better explorations methods | 🏗️ |
## The library you'll learn during this course