The midfielder will stay in Wiltshire until February 13th.
A graduate of the youth ranks at Loftus Road, the Wales youth international spent time on loan at Gillingham last term and has eight R's appearances to his name so far this season.
Doughty will wear squad number 14 during his time at the County Ground.