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I Believe I Can Fly

My first machine learning project!

Description

flappy bird is simple game.
this game is playing with one key.
if key is pressed bird is flapping.
and if bird pass the pipe i get one point.
or if bird hit the pipe game will be over.

agent will get 1 point after passing the pipe.
or will lose 1 point when bird hit the pipe.

i used Tensorflow and i trained for about a week.
highest score i saw was 5 points. :)

Environment

CPU = i5-5200U
GPU = Geforce 840M
RAM = 8GB
OS = Windows 10
IDE = Visual Studio 2017
Language = Python 3.6
Library = { Tensorflow, OpenCV }

Video

  • Training Video (25sec)

Video Label