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For many games (shooters etc) making a smart AI is relatively easy. What's hard is making an AI that's provides a realistic and interesting challenge. These "AI"s don't use much in the way of machine learning however.

I feel like this isn't what you're getting at though. Perhaps there's a specific example you have in mind?

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