Catch the Cheese

Simple 1D turn based game, where AI agent is built upon Artificial Neural Network learns how to play the game on its own by using Q-Learning algorithm. The goal of the game is to collect cheeses as much as possible avoiding cat.

This game uses:

• TensorFlow.js for machine learning in JavaScript
• Vue.js as engine for game logic and rendering

The code is well commented but requires initial knowledge of Reinforcement Learning.

Prerequisites

• NPM
• Node.js

Optional:

• Chrome Browser
• Visual Studio Code
• Visual Studio Code Extensions:
  • Debugger for Chrome
  • Vetur

Installing

npm install

How to Run

Compiles and hot-reloads for development

npm run serve

The command starts dev server at http://localhost:8080/.

F5 in Visual Studio Code opens up http://localhost:8080/ in chrome browser.

Compiles and minifies for production

npm run build

Compiles project into /dist folder