Reinforcement Learning, Artificial Intelligence, Machine Learning, Data Science, Statistics.
superior actions. The trade-off between exploration and exploitation is complex, depending on estimates, uncertainties, and the remaining steps. Various methods exist to balance these conflicting objectives, but they often rely on assumptions that may not hold in real-world applications.