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 highlights the key event that led to the establishment of the empire under Octavian, who became known as Augustus after his victory.