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    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.
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