It's Luton Town who are in the hat for Round Four - but a young Royals squad have plenty to be proud of from their performance...
We came close - inches away on a couple of occasions. Sone Aluko and Nahum Melvin-Lambert both struck the bar, as we couldn't quite muster the reply to George Moncur's goal for the Hatters.
Hard work, energy and almost a result to match. It's worth a watch of the highlights - press the play button above to view our YouTube footage.