— Game theory models and analyzes the situations of conflict and cooperation among independent decision-makers. We can view the runs of a multi-agent system as a game where the interactions of agents is referred as the strategies of players, thenceforth we can use game theory to model the knowledge of agents. This paper review the basic results of game theory and propose a future direction that is based on an evolutionary analysis about the behaviors of negotiation to model the multi-agent system.