The exploration-exploitation trade-off is a fundamental concept in decision-making and learning, describing the balance between exploring new options or information and exploiting known resources or strategies. This balance is crucial for optimizing learning and performance, particularly in environments where the outcomes of actions are uncertain. Striking the right balance allows an agent to effectively adapt to changing situations while maximizing potential rewards over time.
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