Very interesting take on the theme, perfectly fitting it
The game part itself is really well made and has a every interesting style !
I guess the only thing missing was to start with a pre-trained network to already have a "smart" behavior and then see it getting better, because unfortunately all I saw was randomness getting a little bit less random before I lose..
But really well done for achieving such a good result and that short time :)