Phase transition and symmetry breaking in the minority game

Abstract

We show that the minority game, a model of interacting heterogeneous agents, can be described as a spin system and displays a phase transition between a symmetric phase and a symmetry broken phase where the game’s outcome is predictable. As a result a “spontaneous magnetization” arises in the spin formalism.