 The marriage of 37 BCE also sparked a power struggle between Roman leaders Octavian, who would later be called Augustus, and Antony.Herod, owing his throne to Rome, had to pick a side, and he chose Antony.In 31 BCE at Actium, Antony lost to Octavian, posing a second threat to Herod's rule.