Holy shit. Well, I mean, he did ask for the most optimal solution. He should have put the machine learning program through video game scenarios instead.
As you can probably tell, Sarah and I have very little tolerance for min-maxers in role playing games. But don't feel bad for the dude. If he really managed to develop AI software with that level of sophistication...I think he'll be just fine (financially, if not emotionally).