(you are referring to a specific address)
The theater is on Darling Street.
(you are referring to a general area)
2) Deliver the pizza to 38 Darling Street.
(Neither "at" nor "on" are correct. Since there is movement is involved
you must use a Preposition of Movement)
Student or Learner