A policy function defines the decision-making strategy that outlines how to choose actions based on the current state of a system or environment. It serves as a guide for optimizing performance and achieving desired outcomes, often taking into account the dynamic nature of the system and potential future states. Understanding policy functions is crucial for effectively applying techniques such as forward and backward induction, as they help in evaluating the best actions at various points in time.
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