Custom Environment Tutorial

These tutorials walk you though the full process of creating a custom environment from scratch, and are recommended as a starting point for anyone new to PettingZoo.

1. Project Structure

2. Environment Logic

3. Action Masking

4. Testing Your Environment

For a simpler example environment, including both AEC and Parallel implementations, see our Environment Creation documentation.