> and allow genetic algorithms to evolve their own inputs and reward functions on their own

I've been playing with genetic algorithms for years now as a hobby and this type approach was a dead end for me, the GA entities would just "game the system" as it were and would min/max in surprising ways.

My latest genetic algorithm creation https://littlefish.fish has performed far better at pattern recognition than I expected. I really think they've got massive potential.