Optimal stopping

Optimal stopping is a decision-making problem in probability theory and statistics, where one must decide the best time to take a particular action in order to maximize an expected reward or minimize a cost. The key challenge in optimal stopping is that the decision-maker often does not know the future values of the processes involved, making it necessary to make choices based on partial information.