A Dynamical Systems Approach for Static Evaluation in Go
In the paper, arguments are given as to 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.
static evaluation artificial intelligence computer go computational and artificial intelligence discrete dynamical systems mathematics nonlinear dynamical systems nonlinear systems numerical analysis relaxation mathods