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 battle was a crucial turning point that led to Octavian's consolidation of power and the establishment of the Roman Empire.