CS_ALearn/deep-rl-class
1
0
Fork 0
mirror of https://github.com/huggingface/deep-rl-class.git synced 2026-04-09 05:40:29 +08:00
Code Issues Projects Releases Wiki Activity

Update README.md

Browse Source
This commit is contained in:
Thomas Simonini
2022-06-30 13:04:12 +02:00
committed by GitHub
parent e92e3dcbd4
commit a15678ca1f
1 changed files with 6 additions and 5 deletions
Download Patch File Download Diff File Expand all files Collapse all files

11
README.md
View File

@@ -28,11 +28,12 @@ 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 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 | 🏗️ |
| [Published 🥳](https://github.com/huggingface/deep-rl-class/tree/main/unit5#unit-5-policy-gradient-with-pytorch) | [Policy Gradient with PyTorch](https://huggingface.co/blog/deep-rl-pg) | [Code a Reinforce agent from scratch using PyTorch and train it to play Pong 🎾, CartPole and Pixelcopter 🚁](https://colab.research.google.com/github/huggingface/deep-rl-class/blob/main/unit5/unit5.ipynb) |
| July the 7th | 🎁 A new library integration | 🏗️ |
| July the 14th | Actor-Critic Methods | 🏗️ |
| July the 21th | Proximal Policy Optimization (PPO) | 🏗️ |
| July the 28th | Decision Transformers and offline Reinforcement Learning | 🏗️ |
| August the 5th | Towards better explorations methods | 🏗️ |
## The library you'll learn during this course