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Game AI
ML Agents Pyramids

ML Agents Pyramids

Play and train agents in an interactive pyramid game

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What is ML Agents Pyramids ?

ML Agents Pyramids is an interactive game designed for training and testing AI agents in a pyramid-based environment. It falls under the category of Game AI, focusing on play and train agents to improve their decision-making and problem-solving skills. The tool provides a dynamic and engaging platform for AI experimentation.

Features

• Interactive 3D Environment: A visually appealing and interactive 3D pyramid setting for agents to explore and learn.
• Multiple Training Modes: Supports different training scenarios, allowing users to test various agent behaviors.
• Integration with ML-Agents Toolkit: Built to work seamlessly with Unity's ML-Agents framework for robust AI development.
• Customizable Difficulty Levels: Allows users to adjust challenges based on agent skill levels.
• Real-Time Feedback: Provides immediate insights into agent performance and learning progress.
• User-Friendly Interface: Intuitive controls for easy setup and interaction.

How to use ML Agents Pyramids ?

  1. Install the Package: Download and install ML Agents Pyramids through Unity Package Manager.
  2. Set Up the Environment: Open the pre-built pyramid scene and configure the game settings.
  3. Train the Agent: Select a training mode and start the learning process.
  4. Test the Agent: Deploy the trained agent in different scenarios to evaluate performance.
  5. Analyze Results: Review the agent's behavior and adjust training parameters as needed.

Frequently Asked Questions

What platforms does ML Agents Pyramids support?
ML Agents Pyramids is primarily designed for Windows and macOS, with compatibility focused on Unity environments.

Can I customize the pyramid structures?
Yes, ML Agents Pyramids allows users to modify pyramid layouts and add custom obstacles to create unique training scenarios.

Where can I find more resources or documentation?
Additional resources, including tutorials and documentation, are available on the ML Agents Pyramids GitHub repository or the Unity ML-Agents official website.

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