In Season 1, Episode 2, "The Credit CardGrace says Robert's mother was Irish, but she dies much later in the Series. And in Episode 4, "The Funeral," Robert's sister, Lydia, is thankful that their father is dead so he didn't find out about Robert's being gay, but, again, no mention is made of their mother.