Katt Williams -- Arrested for Battery on a Woman (UPDATE)

2:40 PM PT -- Katt has been arrested for misdemeanor battery.  He's currently in custody with bail set at $20,000.Katt Williams is currently sitting with cops as they investigate allegations the comedian punched a woman ... TMZ has learned. Law…