Discussion
What is Monte Carlo tree search?
Answer: C
MCTS plays many games out to the end from a position, averaging the results to estimate its value, and grows the tree preferentially where the estimates are promising or uncertain. It needs no hand written evaluation function, which is why it transformed computer go. Random traversal, random move choice and database sampling are different ideas. Replacing a hand crafted estimate with a statistical one obtained by simulation is a change of kind rather than of degree.
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