JimmyKebe had put the Royals in front during a lacklustre opening half, bundling the ball home after a deflected cross caught out North End keeper Iain Turner.
Sigurdsson then opened the scoring on 22 minutes, with the Icelander given the simple task of turning the ball in from close range after good work by JimmyKebe down the right wing.