Looking for the title of a fantasy/sci-fi book that incorporated Conway's Game of Life

It was a setting where there were small machines that played life, their backs would flip between white/black. The two players set up initial conditions on two sides of the board and (I think) the goal was to get one of your designs over to the other side. Probably late 80s early 90s.