🎮 AI Quest Suite

🌟 About

AI Quest Suite is an immersive collection of three games designed to visualize and understand machine learning in action. Each game presents a unique challenge where you can observe an AI learn and improve in real-time.

🎲 The Games

🗺️ Maze AI Intelligent navigation with path optimization

🐍 Snake AI Optimized growth and survival

🚩 Capture the Flag AI Strategy and tactical planning

✨ Features

📊 Real-Time Visualizations

• Interactive learning curves
• Dynamic performance metrics
• Live agent states

🎨 Modern Interface

• Clean and responsive design
• Smooth animations
• Dark / light theme
• Immersive 3D visualizations

🧠 AI Technologies

• Deep Q-Learning
• Reinforcement Learning
• Reward optimization

⚡ Performance

🚀 Installation

# Clone the project
git clone https://github.com/username/ai-quest-suite.git
cd ai-quest-suite

# Backend (Python)
python -m venv env
source env/bin/activate  # Windows: env\Scripts\activate
pip install -r requirements.txt

# Frontend (React)
cd frontend
npm install
npm start

🛠️ Technologies

Backend

• 🐍 Python 3.8+
• 🧠 TensorFlow / PyTorch
• 🌐 FastAPI

Frontend

• ⚛️ React.js
• 🎨 Tailwind CSS
• 📊 Three.js / D3.js

📁 Project Structure

AI Quest Suite/
├── 🔧 backend/
│   ├── main.py
│   ├── ai_models/
│   └── static/
├── 🎨 frontend/
│   ├── public/
│   └── src/
└── 📝 README.md

🔮 Roadmap

• AI vs AI multiplayer mode
• CUDA GPU support
• New environments
• Level editing mode
• Public API

📊 Project Statistics

🤝 Contributing

Contributions are welcome! Check out our contribution guide to get started.

📝 License

This project is licensed under the MIT License. See the LICENSE file for details.