Lepidus was driven into exile and stripped of his position , and Antony committed suicide following his defeat at the Battle of Actium by Octavian in 31 BC .
Octavian was driven into exile and stripped of his position , and Lepidus committed suicide following his defeat at the Battle of Actium by Antony in 31 BC .