The Women's Super League clash will take place at the Madjeski Stadium, with kick-off set for 2pm BST.
The game was originally meant to be played on Sunday May 13.
Scott Rogers' charges are back in action next week when they face an away trip to Bristol City Women in the Women's Super League, at the Stoke Gifford Stadium (Wednesday April 18, kick-off 7pm).