https://github.com/stable-baselines-team/rl-colab-notebooks
Colab notebooks part of the documentation of Stable Baselines reinforcement learning library
https://github.com/stable-baselines-team/rl-colab-notebooks
colab-notebook notebook python reinforcement-learning stable-baselines
Last synced: 9 months ago
JSON representation
Colab notebooks part of the documentation of Stable Baselines reinforcement learning library
- Host: GitHub
- URL: https://github.com/stable-baselines-team/rl-colab-notebooks
- Owner: Stable-Baselines-Team
- License: mit
- Created: 2019-11-01T11:41:33.000Z (over 6 years ago)
- Default Branch: sb3
- Last Pushed: 2025-01-21T09:11:03.000Z (over 1 year ago)
- Last Synced: 2025-06-12T20:02:05.573Z (12 months ago)
- Topics: colab-notebook, notebook, python, reinforcement-learning, stable-baselines
- Language: Jupyter Notebook
- Homepage: https://stable-baselines.readthedocs.io/
- Size: 85.9 KB
- Stars: 228
- Watchers: 4
- Forks: 41
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Stable Baselines3 RL Colab Notebooks
Colab notebooks part of the documentation of [Stable Baselines3](https://github.com/DLR-RM/stable-baselines3) reinforcement learning library
Those notebooks are independent examples.
Documentation: https://stable-baselines3.readthedocs.io/
## Content
- Getting Started [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/stable_baselines_getting_started.ipynb)
- Saving, loading [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/saving_loading_dqn.ipynb)
- Multiprocessing [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/multiprocessing_rl.ipynb)
- Monitor Training [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/monitor_training.ipynb)
- Atari games [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/atari_games.ipynb)
- PyBullet: Normalizing input features [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/pybullet.ipynb)
- Pre-training using Behavior Cloning [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/pretraining.ipynb)
- RL Baselines3 Zoo [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/rl-baselines-zoo.ipynb)
- Hindsight Experience Replay [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/stable_baselines_her.ipynb)
- Advanced Saving and Loading [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/advanced_saving_loading.ipynb)
- Track Experiments with Weights and Biases [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/stable_baselines_wandb.ipynb)
- DQN SB3 and Double DQN [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/dqn_sb3.ipynb)
## RL Tutorial JNRR19
We recommend looking at [rl-tutorial-jnrr19](https://github.com/araffin/rl-tutorial-jnrr19/tree/sb3) for a more complete tutorial.
1. Getting Started [Colab Notebook](https://colab.research.google.com/github/araffin/rl-tutorial-jnrr19/blob/sb3/1_getting_started.ipynb)
2. Gym Wrappers, saving and loading models [Colab Notebook](https://colab.research.google.com/github/araffin/rl-tutorial-jnrr19/blob/sb3/2_gym_wrappers_saving_loading.ipynb)
3. Multiprocessing [Colab Notebook](https://colab.research.google.com/github/araffin/rl-tutorial-jnrr19/blob/sb3/3_multiprocessing.ipynb)
4. Callbacks and hyperparameter tuning [Colab Notebook](https://colab.research.google.com/github/araffin/rl-tutorial-jnrr19/blob/sb3/4_callbacks_hyperparameter_tuning.ipynb)
5. Creating a custom gym environment [Colab Notebook](https://colab.research.google.com/github/araffin/rl-tutorial-jnrr19/blob/sb3/5_custom_gym_env.ipynb)