anadiedrichs/rl-colab-notebooks

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

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