Machine Learning

Go game formal revealing by Ising model

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  • arXiv
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    Go game formal revealing by Ising model

    Go gaming is a struggle for territory control between rival, black and white, stones on a board. We model the Go dynamics in a game by means of the Ising model whose interaction coefficients reflect essential rules and tactics employed in Go to build long-term strategies. At any step of the game, the energy functional of the model provides the control degree (strength) of a player over the board. A close fit between predictions of the model with actual games is obtained.

    Go game formal revealing by Ising model
    by Matías Alvarado, Arturo Yee, Carlos Villarreal
    https://arxiv.org/pdf/1710.07360v1.pdf

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