This is a trivial example of the well-known problem of balancing exploration with exploitation, and has an equally trivial solution: just add some random stuff to the recommendations.
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This is a trivial example of the well-known problem of balancing exploration with exploitation, and has an equally trivial solution: just add some random stuff to the recommendations.