A moped is essentially a souped-up bicycle with a motor. They were all the rage in the 1970s when I was growing up.
What sets them apart from motorcycles is they're limited to low speeds and they provide a more nimble ride than a motorcycle.
If you want to ride an engined bike as other posters have already said, buy and ride the real thing.