/genetic-reinforcement-algorithms-in-js

This repository contains my experimental sandbox for Genetic Algorithms in JavaScript for reinforcement learning environments.

Primary LanguageJavaScript

Genetic reinforcement algorithms in JavaScript

This repository contains my experimental sandbox for Genetic Algorithms in JavaScript for reinforcement learning environments.

Pong

For example, it is able to train on a clone of the Pong game for Atari 2600

How to use

Configure the genCount in the js/main.js to determine the amount of generations you want the agent (called individual in the code) to train for.

After training ends (count == genCount) you can see the agent play agents the heuristic CPU agent by calling:

// Change second argument to control the game speed.
window.individualPlay(window.bestIndividual, 5)

Have fun!