From a15678ca1f798e721ed70ff386f59f732b5bcab4 Mon Sep 17 00:00:00 2001 From: Thomas Simonini Date: Thu, 30 Jun 2022 13:04:12 +0200 Subject: [PATCH] Update README.md --- README.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 86b923d..85d2cf5 100644 --- a/README.md +++ b/README.md @@ -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