The exploration-exploitation trade-off refers to the dilemma faced in decision-making processes where one must choose between exploring new options to gather more information or exploiting known options to maximize reward. This balance is crucial for optimizing outcomes in various contexts, particularly when dealing with uncertain environments and limited resources. Effectively navigating this trade-off can lead to better decision-making and improved performance in tasks such as optimization and learning.
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