Discount factors are numerical values used to determine the present value of future payoffs in decision-making processes, especially in the context of strategic interactions. They reflect how much less a future payoff is worth compared to an immediate one, allowing players to weigh their options over time. In strategic bargaining and models like Rubinstein's, discount factors play a crucial role in shaping the negotiation dynamics and the outcomes of offers made by players.