Reds will be at home to our League 2 rivals Colchester United in the fourth round of the Carabao Cup.
While Reds were knocking Stoke City out on Tuesday night, the U's also came through a penalty shoot-out at home to Tottenham Hotspur.
Ties will be played in the week beginning October 28.
Ticket information will be confirmed as soon as possible.