Advanced Features

The ML-Agents Toolkit provides several advanced features that extend the core functionality and enable sophisticated use cases.

Feature	Description
Custom Side Channels	Create custom communication channels between Unity and Python.
Custom Grid Sensors	Build specialized grid-based sensors for spatial data.
Input System Integration	Integrate ML-Agents with Unity's Input System.
Inference Engine	Deploy trained models for real-time inference.
Hugging Face Integration	Connect with Hugging Face models and ecosystem.
Game Integrations	Integrate ML-Agents with specific game genres and mechanics (e.g., Match-3).
Match-3 Integration	Abstraction and tools for Match-3 board games (board, sensors, actuators).
ML-Agents Package Settings	Configure advanced package settings and preferences.
Unity Environment Registry	Manage and register Unity environments programmatically.