[posterboy]

Can this be explained by the fact that the rules of chess evolved accomodating certain preferences that human players developed over the course of time?

Take a much simpler game like paper, rock scissors, where certain strategies exist as well (I hear). This should be much easier to analyze. Can somebody apply alphaZero to rock, paper, scissors, please?