Yes, but the same motorcycle passenger rules apply to mopeds, as well, meaning the only passenger allowed to ride with you is your supervising driver.
What about a motorcycle learner permit Class M license?
The same rules apply. Your supervising driver must exercise general supervision of you while you operate the motorcycle and stay within a quarter mile of you while you ride.
Can those over the age of 18 drive without supervision while holding a learner permit?