About the Open Neural Forge Ecosystem

Overview of the Ecosystem

The Open Neural Forge Ecosystem is designed to innovate at the intersection of gaming, artificial intelligence, and simulation technology. This ecosystem is composed of three primary components and one incredible game:

• BioFoundry: A dynamic game environment where AI automates everything from battling to building, offering levels of interaction suited for casual gamers and AI researchers alike.
• Morphogen: The AI framework that evolves adaptive neural networks, forming the intelligence behind BioFoundry’s gameplay.
• Cognitive Engine: The real-time AI orchestrator, enabling seamless integration between Morphogen and BioFoundry.
• NMES (Neural Morphogenetic Evolution System): A system enabling scalability by evolving neural networks and adapting agents to complex environments.

Levels of Engagement

The Open Neural Forge Ecosystem offers three levels of difficulty and interaction, catering to a wide range of users:

• Level 1: Game Mechanics

  Players interact with traditional game mechanics. AI agents assist in automating tasks, offering a foundation for exploring the game world.

• Level 2: AI Sensors and Controllers

  Morphogen-based AI introduces adaptive behaviors, enabling players to see how AI evolves in response to dynamic game challenges.

• Level 3: Full Simulation

  Advanced players and researchers delve into a complete simulation environment, where NMES evolves neural networks in real-time, allowing for detailed study and manipulation of AI agents and environments.

High-Level Goals of Level 3 Simulation

At its highest level, the Open Neural Forge Ecosystem enables:

• Real-time co-evolution of morphology and neural controllers.
• Exploration of advanced neural architecture search (NAS) techniques.
• Applications in robotics, gaming, and adaptive simulation research.
• Integration with external systems for scalable, distributed computing.

Additional Resources