Leeds hosted the Royals at Elland Road with one goal splitting the sides; Pablo Hernandez stabbing home from close range.
The well-contested game saw both sides with ample opportunities, but it was one goal in the end that decided the match.
Royals now look to Wednesday, as Wigan Athletic head to Madejski Stadium for a midweek clash.
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