The most accurate statement summarizing how the Roman Empire formed is:
The Roman Empire formed when Octavian defeated Antony at the Battle of Actium, making Octavian the first emperor of Rome.
This event marked the end of a series of civil wars and the transition from the Roman Republic to the Roman Empire under Octavian, who became known as Augustus.