Pong-Neural-Network

Pong-Neural-Network

Maaz Khan

Maaz Khan

Mumbai, Maharashtra

A neural network project in which a ping pong game learns to play efficiently by training it for a couple of hours

Game Development, Artificial Intelligence

Description

I have build the game of Ping Pong (http://www.ponggame.org) from scratch. Then I build a Deep Q Network that gets better and better over time through trial and error. The DQN is a convolutional neural network that reads in pixel data from the game and the game score. Using just those 2 parameters, it learns what moves it needs to make to become better. This project is open to any contribution that can enhance the training process or you can add some cool features to the pong game.

Links

Github

0 xqvf6wqwznr24wq olehkeh24hk8sb5b4jes vqfuxghsw5toqeuzonevxrhpwhawlws8kzewalh7n6ggxx8akvdoal87nnagxxdkwwwwihw73lzgrq2a5u1ej

Maaz K. added photos to project Pong-Neural-Network

Medium aff3ae23 f23b 43df bbc9 4f575d3207de

Pong-Neural-Network

I have build the game of Ping Pong (http://www.ponggame.org) from scratch. Then I build a Deep Q Network that gets better and better over time through trial and error. The DQN is a convolutional neural network that reads in pixel data from the game and the game score. Using just those 2 parameters, it learns what moves it needs to make to become better.
This project is open to any contribution that can enhance the training process or you can add some cool features to the pong game.

Medium 0 xqvf6wqwznr24wq olehkeh24hk8sb5b4jes vqfuxghsw5toqeuzonevxrhpwhawlws8kzewalh7n6ggxx8akvdoal87nnagxxdkwwwwihw73lzgrq2a5u1ej

Maaz K. created project Pong-Neural-Network

Medium aff3ae23 f23b 43df bbc9 4f575d3207de

Pong-Neural-Network

I have build the game of Ping Pong (http://www.ponggame.org) from scratch. Then I build a Deep Q Network that gets better and better over time through trial and error. The DQN is a convolutional neural network that reads in pixel data from the game and the game score. Using just those 2 parameters, it learns what moves it needs to make to become better. This project is open to any contribution that can enhance the training process or you can add some cool features to the pong game.

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