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Python APIs

com.unity.ml-agents/Documentation~/Python-APIs.md

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Python APIs

The Python APIs allow you to control and interact with Unity environments from Python scripts. Each API is designed for specific use cases and offers different levels of abstraction and functionality.

APIDescription
Python Gym APIOpenAI Gym-compatible interface for standard RL workflows.
Python Gym API DocumentationDetailed documentation for the Python Gym API.
Python PettingZoo APIMulti-agent environment interface compatible with PettingZoo.
Python PettingZoo API DocumentationDetailed documentation for the Python PettingZoo API.
Python Low-Level APIDirect low-level access for custom training and advanced use cases.
Python Low-Level API DocumentationDetailed documentation for the Python Low-Level API.
On/Off Policy Trainer DocumentationDocumentation for on-policy and off-policy training methods.
Python Optimizer DocumentationDocumentation for optimizers used in training algorithms.