[immibis]

I don't know that much about MCTS, but I'd think that since a ladder requires dozens of moves in a row before making any real difference to either player's position, they just don't get sampled if you are sampling randomly and don't know about ladders. You might find that all sampled positions lead to you losing the ladder, so you might as well spend the moves capturing some of your opponent's stones elsewhere?