In a way that's what nature does :) I think this combination is quite common.
While visiting a lab in Paris, I saw some researchers using neuroevolution to teach a bird-like robot how to fly.
some links related to neuroevolution:
https://en.wikipedia.org/wiki/Neuroevolution_of_augmenting_t...