Policy or Q-function
Imagine you're playing a video game where you're navigating through a maze to find treasure. At each intersection, you must decide whether to go left, right, forward, or back, based on which direction you think will lead you to the treasure the quickest. In this scenario, the "Policy Function," often referred to as the Q-function in the context of Artificial Intelligence (AI) and Machine Learning (ML), is like an internal guide or map that helps you make the best decision at each point based on your current situation and your past experiences in similar mazes.
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