🐍 AI Snake: Autonomous Reinforcement Learning Agent

Train an AI to master the classic Snake game using Q-Learning! This project combines reinforcement learning with interactive visualization, allowing you to observe how an AI agent learns to navigate, collect food, and avoid collisions through trial and error.

🚀 Features

• Reinforcement Learning Agent using Q-Learning algorithm
• Model Management: Save/Load trained models with custom names
• Real-Time Hyperparameter Controls:
  • Learning Rate (α)
  • Discount Factor (γ)
  • Exploration Rate (ε)
  • Epsilon Decay
• Dual Modes:
  • 🏋️ Training Mode: Fast-paced learning with adjustable speed
  • 🎮 Play Mode: Watch trained AI perform at normal speed
• Modern UI with dark theme and neon aesthetics
• LocalStorage Persistence for models and settings
• Interactive Statistics and performance metrics
• Collision Detection and optimized pathfinding