qpwo
/ monte_carlo_tree_search.py
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April 26, 2024 23:11
Monte Carlo tree search (MCTS) minimal implementation in Python 3, with a tic-tac-toe example gameplay
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| """ | |
| A minimal implementation of Monte Carlo tree search (MCTS) in Python 3 | |
| Luke Harold Miles, July 2019, Public Domain Dedication | |
| See also https://en.wikipedia.org/wiki/Monte_Carlo_tree_search | |
| https://gist.github.com/qpwo/c538c6f73727e254fdc7fab81024f6e1 | |
| """ | |
| from abc import ABC, abstractmethod | |
| from collections import defaultdict | |
| import math |