Value Function Puns: The Algorithmic Awakening FAQ

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Q: What is the purpose of a Value Function in Deep Learning?

It's like, you know, finding the best burrito in the world. You need to weigh the value of each topping, the crunch of the tortilla, and the satisfaction of taking a bite. But, like, in a math-y way.

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Q: What's the difference between a Reward Function and a Value Function?

Think of it like this: the Reward Function is like your friend who always says "you're doing great!" but has no actual idea what they're talking about. The Value Function, on the other hand, is like your wise, old, math-y mentor who's always like, "actually, you're not doing that great, but let's work on it."

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