personalize apple music
how do you reset your genre and artist choices on apple music?
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You would do this one time when you set it up first. After that, you can tweak the preferences by loving and disliking music.
I think the reset option has been removed. (It appears to be still available in old iTunes 12.8 for macOS 10.12.)
Personalize Apple Music - Apple Support