of the game training alpha zero model on these rules changes helps us effectively simulate decades of human play in a matter of hours and answer the what if question what the play would potentially look like under developed theory in each chess variant we believe that a similar approach could be used for auto balancing game mechanics in other types of games including computer games in cases when a sufficiently performant reinforcement learning system is available and yes this is i mean this the application here would