Jerome Thomas made it 1 - 1 at half time before he scored his and West Brom's 2nd on 65 mins.
Albion confirmed the win with an 87th minute effort from Youssouf Mulumbu.
The defeat leaves Reading just outseide the drop. They must do better.
Next up is a trip to Q.P.R. on Tuesday.
