The Shapley Value is a solution concept in cooperative game theory that assigns a fair distribution of payoffs to players based on their individual contributions to the total payoff. It ensures fairness by considering every possible coalition and averaging the marginal contributions of each player, making it a widely used tool in economics, machine learning, and resource allocation problems.