Rovers opened the scoring after quarter of an hour when Aodhan Doherty powered home a strike from inside the box, with Albert Mills dismissed for a high challenge after 40 minutes.
Down to 10 men, the visitors took their tally to three through Joseph Boggan and Brandon Powell before referee Niall Smith sounded the half-time whistle.
The young Reds fought hard throughout the second half, but our defeat was confirmed when Boggan sealed his brace late on; the visitors' fourth and final goal of the game.
