The 23-year-old has struggled this season after suffering a freak injury, and has only scored once for the Royals this season, after scoring 14 Premiership goals in the last campaign.
He now joins fellow Reading team-mate Sam Sodje, Greg Halford, Lee Cook and Scott Sinclair as current Charlton loan signings.