I find it remarkable how well MCTS works. Even without the value or policy net, the vanilla algorithm is capable of finding meaningful results by solving the MDP.

A nice writeup that helped me understand MCTS: https://tianjun.me/static/essay_resources/Lets_Play_Hanabi/p...