Evolution of Neural Networks to Play the Game of Dots-and-Boxes

Lex Weaver, Terry Bossomaier

Dots-and-Boxes is a child's game which remains analytically unsolved. We implement and evolve artificial neural networks to play this game, evaluating them against simple heuristic…