Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

TetNet is an application that uses genetic algorithms to create an evolving Tetris AI.

Genetic Algorithms Repository

Web app that simulates evolution through natural selection using a genetic algorithm in Javascript

CoExp website is a web-based tool developed in .NET Core Framework, for querying 109 independent gene co-expression networks from the family of CoExp R packages.

A website utilizing genetic algorithms to simulate rockets navigating towards a specific target in space. 🚀🧬✨

Play God by learning how to create a basic genetic algorithm and making some generative art.

🐍 Artificial Inteligence plays Snake Game.

Genetic Algorithm Path Search

In this project I try use a genetic algorithm, in ES6, to learn a fleet of rockets how guide themselves to mars, using the most efficient route. Demo:

Solving a simple mathematical equation using Genetic Algorithm in php

Inspired by the classic Space Invaders game, with a genetic algorithm.

Logistic IA

A Neuroevolution simulation that combines both Neural Networks and Genetic Algorithms to play the game Flappy Bird.

A labyrinth resolution in JS with genetic algorithm

An (attempt at an) example of computer learning algorithms, in P5.JS.

Smart AI playing simple game using genetic algorithms.

This program starts from a random set of phrases and through simulated evolution, a target phrase can be produced rapidly. The program is for educational purposes only and its main purpose is to demonstrate how genetic algorithms work. Hosted on GitHub Pages.

Invent new EAs and GA or show your students how they work. Currently deployed on https://hpi.de/friedrich/docs/elea/

Coursework submissions for The Nature of Code course on Kadenze (Sep.-Oct. 2018)