Ha! I do wonder about using a board game where the rules periodically change in simple ways at random. A human could easily adapt to the rule changes while play

Ha! I do wonder about using a board game where the rules periodically change in simple ways at random. A human could easily adapt to the rule changes while playing and adjust their strategy accordingly. Would a Deep Learning algorithm be able to do this? If we keep the board and pieces digital, then the board could change shape, the pieces could change color indicating a random association with a rule change, and what not.