It might not have to do with "figuring it out", in the case of humans it's natural selection: individuals who choose to stimulate their reward centers only had

It might not have to do with "figuring it out", in the case of humans it's natural selection: individuals who choose to stimulate their reward centers only had much lower probability of reproducing. (like mice who stimulate their nucleus accumbens till they starve to death)