README.md

Stable Baselines3 RL Colab Notebooks

Colab notebooks part of the documentation of Stable Baselines3 reinforcement learning library

Those notebooks are independent examples.

Documentation: https://stable-baselines3.readthedocs.io/

Content

• Getting Started Colab Notebook
• Saving, loading Colab Notebook
• Multiprocessing Colab Notebook
• Monitor Training Colab Notebook
• Atari games Colab Notebook
• PyBullet: Normalizing input features Colab Notebook
• Pre-training using Behavior Cloning Colab Notebook
• RL Baselines3 Zoo Colab Notebook
• Hindsight Experience Replay Colab Notebook
• Advanced Saving and Loading Colab Notebook
• Track Experiments with Weights and Biases Colab Notebook
• DQN SB3 and Double DQN Colab Notebook

RL Tutorial JNRR19

We recommend looking at rl-tutorial-jnrr19 for a more complete tutorial.

1. Getting Started Colab Notebook
2. Gym Wrappers, saving and loading models Colab Notebook
3. Multiprocessing Colab Notebook
4. Callbacks and hyperparameter tuning Colab Notebook
5. Creating a custom gym environment Colab Notebook