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arxiv: 1710.07360 · v1 · pith:U5WRKKSOnew · submitted 2017-10-19 · 💻 cs.AI

Go game formal revealing by Ising model

classification 💻 cs.AI
keywords modelgameboardcontrolisingactualblackbuild
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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.

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