{"id":28065736,"url":"https://github.com/stable-baselines-team/rl-colab-notebooks","last_synced_at":"2025-09-12T17:36:29.647Z","repository":{"id":36119466,"uuid":"218974584","full_name":"Stable-Baselines-Team/rl-colab-notebooks","owner":"Stable-Baselines-Team","description":"Colab notebooks part of the documentation of Stable Baselines reinforcement learning library","archived":false,"fork":false,"pushed_at":"2025-01-21T09:11:03.000Z","size":88,"stargazers_count":228,"open_issues_count":0,"forks_count":41,"subscribers_count":4,"default_branch":"sb3","last_synced_at":"2025-06-12T20:02:05.573Z","etag":null,"topics":["colab-notebook","notebook","python","reinforcement-learning","stable-baselines"],"latest_commit_sha":null,"homepage":"https://stable-baselines.readthedocs.io/","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Stable Baselines3 RL Colab Notebooks\n\nColab notebooks part of the documentation of [Stable Baselines3](https://github.com/DLR-RM/stable-baselines3) reinforcement learning library\n\nThose notebooks are independent examples.\n\nDocumentation: https://stable-baselines3.readthedocs.io/\n\n## Content\n\n- Getting Started [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/stable_baselines_getting_started.ipynb)\n- Saving, loading [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/saving_loading_dqn.ipynb)\n- Multiprocessing [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/multiprocessing_rl.ipynb)\n- Monitor Training [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/monitor_training.ipynb)\n- Atari games [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/atari_games.ipynb)\n- PyBullet: Normalizing input features [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/pybullet.ipynb)\n- Pre-training using Behavior Cloning [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/pretraining.ipynb)\n- RL Baselines3 Zoo [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/rl-baselines-zoo.ipynb)\n- Hindsight Experience Replay [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/stable_baselines_her.ipynb)\n- Advanced Saving and Loading [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/advanced_saving_loading.ipynb)\n- 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)\n- DQN SB3 and Double DQN [Colab Notebook](https://colab.research.google.com/github/Stable-Baselines-Team/rl-colab-notebooks/blob/sb3/dqn_sb3.ipynb)\n\n\n## RL Tutorial JNRR19\n\nWe recommend looking at [rl-tutorial-jnrr19](https://github.com/araffin/rl-tutorial-jnrr19/tree/sb3) for a more complete tutorial.\n\n1. Getting Started [Colab Notebook](https://colab.research.google.com/github/araffin/rl-tutorial-jnrr19/blob/sb3/1_getting_started.ipynb)\n2. 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)\n3. Multiprocessing [Colab Notebook](https://colab.research.google.com/github/araffin/rl-tutorial-jnrr19/blob/sb3/3_multiprocessing.ipynb)\n4. Callbacks and hyperparameter tuning [Colab Notebook](https://colab.research.google.com/github/araffin/rl-tutorial-jnrr19/blob/sb3/4_callbacks_hyperparameter_tuning.ipynb)\n5. Creating a custom gym environment [Colab Notebook](https://colab.research.google.com/github/araffin/rl-tutorial-jnrr19/blob/sb3/5_custom_gym_env.ipynb)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstable-baselines-team%2Frl-colab-notebooks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstable-baselines-team%2Frl-colab-notebooks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstable-baselines-team%2Frl-colab-notebooks/lists"}