AlphaGo Zero is the world's best Go player.
It uses Monte Carlo -based algorithms. They're normally heavily adapted to Go and have many additional layers to support the MC algorithm in predicting the outcome of each move. You can take a look at an open-source bot such as Fuego for an example.
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