Evolution

A collection of interactive mini-applications demonstrating genetic algorithms, neural evolution, and AI learning techniques.

Live Demo: https://evolution.peterstockings.com/

About

This project features several mini-apps that showcase evolutionary algorithms and neural networks:

• Snake AI: Watch neural networks learn to play Snake through evolution
• Self-Driving Car: AI learns to navigate a race track using genetic algorithms
• Lunar Lander: Evolutionary training for optimal lunar landing with gimballed thrust control
• Image Approximation: Genetic algorithm that evolves shapes to approximate a target image
• NEAT Arena: Neural evolution of augmenting topologies in a competitive environment
• Rogue Gen: Procedural dungeon generation using evolutionary techniques

Setup

Prerequisites

• Bun runtime

Installation

# Install dependencies
bun install

# Run development server
bun run dev

# Type check
bun run typecheck

# Build for production
bun run build

The development server will start at http://localhost:5173