Plain javascript browser game clone of Flappy Bird. Play it yourself or let the machine learn it!
Learning process is heavily inspired by
(and of course by https://www.youtube.com/watch?v=pVeqRVxI8Iw 😆)
which uses a neural network that is trained (actually not really) by a neuro evolution process similar to a genetic algorithm.
The birdies start with a pretty simple brain (only one hidden layer) that is randomly generated. After each iteration a new set of birds is created from best ones from the previous iteration. Their brain (the network) is copied over gets mutated a little. Then a new season start ... and we'll see if the come after their parents and survive longer.
Check the Demo.