Go game formal revealing by Ising model
Artificial Intelligence
2017-10-23 v1
Abstract
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.
Keywords
Cite
@article{arxiv.1710.07360,
title = {Go game formal revealing by Ising model},
author = {Matías Alvarado and Arturo Yee and Carlos Villarreal},
journal= {arXiv preprint arXiv:1710.07360},
year = {2017}
}
Comments
19 pages, 9 figures some of them composition of 2 - 5 small ones. 42 references