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Machine Learning: The Explode Exploit Tradeoff
In machine learning, there is what is called a concept of the explore exploit tradeoff. If you want to be guaranteed that you will enjoy the food, you can go back to that same restaurant. Most recommender systems don't navigate that explore, exploit, trade off very well. They don't have a good way of trying new things. And that's what a different form of machine learning can help you with.