Before revision:  We prove a symmetry property of the minimal splitting of potential games and we describe how this property reflects to a decomposition of the potential function  .
After revision:  Then, we prove a symmetry property of the minimal splitting of potential games and we describe how this property reflects to a decomposition of the potential function .