Two-person zero-sum games involve two players where the total gains and losses sum to zero. Such games can be represented using a payoff matrix which shows the payoffs for each combination of strategies. The value of the game is the expected payoff when both players use optimal strategies. If a saddle point exists in the matrix, where the maximin and minimax values are equal, it represents the optimal strategies and value of the game.