The statement that best summarizes 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 reflects the key event that led to the establishment of the Roman Empire and Octavian's rise to power.