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A Dynamical Systems Approach for Static Evaluation in Go

arXiv:1108.4220 · doi:10.1109/TCIAIG.2011.2141669

Abstract

In the paper arguments are given why the concept of static evaluation has the potential to be a useful extension to Monte Carlo tree search. A new concept of modeling static evaluation through a dynamical system is introduced and strengths and weaknesses are discussed. The general suitability of this approach is demonstrated.

IEEE Transactions on Computational Intelligence and AI in Games, vol 3 (2011), no 2