[fryguy]

Have you read the book https://en.wikipedia.org/wiki/Blondie24. It seems like both of your strategies have similar high-level approaches of self-play and learning, although yours is much more nuanced. They are using an neural network that uses an evolutionary algorithm to update the neural network based on which ai's win against the other ones in self-play.