Overview: After Caesar, Antony and Octavian divided the empire for a time. But there could only be one successor to Caesar. Ten years later, the supreme strategist Octavian waged a critical naval battle, the Battle of Actium, against his former ally, Antony, who now had the backing of Cleopatra.