https://github.com/florianwoelki/nong

A neural network playing pong.
https://github.com/florianwoelki/nong

neural-network neurons pong pong-game

Last synced: 17 days ago
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A neural network playing pong.

• Host: GitHub
• URL: https://github.com/florianwoelki/nong
• Owner: FlorianWoelki
• Created: 2016-12-17T15:23:28.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2017-11-05T12:46:12.000Z (about 8 years ago)
• Last Synced: 2025-03-22T19:13:49.108Z (8 months ago)
• Topics: neural-network, neurons, pong, pong-game
• Language: Java
• Homepage:
• Size: 32.2 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Nong

Nong is a pong game which is played by a neural network. You can see everything live.

This project has no real liscence. Do whatever you want with it.

![alt tag](https://raw.githubusercontent.com/SgtFloW/Nong/master/src/main/resources/picture01.png)

## Controls

The controls are simple:

* space to control the paddle, space again to train the neural network

* if space activated, left & right keys to control the paddle

## Neural Network

This neural network uses three input neurons, three hidden neurons and one output neuron.

Input neurons:

* Bias

* Ball X

* Paddle X

Output neuron:

* Out move direction (value <= 5 -> left, value > 5 -> right)

## Install

Just copy the project into your IDE and run the Pong.class. This is where the main method is.