MarI/O - Machine Learning for Video Games

MarI/O is a program made of neural networks and genetic algorithms that kicks butt at Super Mario World.
Source Code: http://pastebin.com/ZZmSNaHX
"NEAT" Paper: http://nn.cs.utexas.edu/downloads/pap...
Some relevant Wikipedia links:
https://en.wikipedia.org/wiki/Neuroev...
https://en.wikipedia.org/wiki/Evoluti...
https://en.wikipedia.org/wiki/Artific...
BizHawk Emulator: http://tasvideos.org/BizHawk.html

SethBling Twitter: http://twitter.com/sethbling
SethBling Twitch: http://twitch.tv/sethbling
SethBling Facebook: http://facebook.com/sethbling
SethBling Website: http://sethbling.com
SethBling Shirts: http://sethbling.spreadshirt.com
Suggest Ideas: http://reddit.com/r/SethBlingSuggestions

Detail : 

http://www.codeproject.com/Articles/1088282/VisualBasic-Machine-Learning-Step-The-Q-Learning