# Python Tutorial with Google Colab

Interactive tutorials for using ML-Agents with Google Colab environments.

| **Tutorial**                                                                                                                                                                           | **Description**                                                    |
|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------|
| [Using a UnityEnvironment](https://colab.research.google.com/github/Unity-Technologies/ml-agents/blob/release/4.0.0/colab/Colab_UnityEnvironment_1_Run.ipynb)                          | Learn how to set up and interact with Unity environments in Colab. |
| [Q-Learning with a UnityEnvironment](https://colab.research.google.com/github/Unity-Technologies/ml-agents/blob/release/4.0.0/colab/Colab_UnityEnvironment_2_Train.ipynb)              | Implement Q-Learning algorithms with Unity ML-Agents in Colab.     |
| [Using Side Channels on a UnityEnvironment](https://colab.research.google.com/github/Unity-Technologies/ml-agents/blob/release/4.0.0/colab/Colab_UnityEnvironment_3_SideChannel.ipynb) | Explore side channel communication between Unity and Python.       |