This demo is a C# port of ConvNetJS Reinforcement Learning Demo by Andrej Karpathy. Watch the demo video on YouTube. This project also uses Cedric Bovar's ConvNetSharp library for the Convolutional Neural Networks.
I included a pretrained model that I trained for a few hours, you can load and use it if you don't like waiting :)