Goldie and Bill’s first child was born Sept. 7, 1976.

Like Kate, Oliver was raised by his mom and her longtime partner Kurt Russell, but he said on Larry King Live in 2018 that he and Bill were “trying” to maintain communication.

“I had posted something that was darkly comedic and it blew up into something, and actually it helped us with our relationship,” the Rules of Engagement alum recalled. “So now we’re kind of keeping in touch.”

But Kurt will forever be his dad.

The Miracle actor is “not my blood father,” Oliver told Us Weekly in December 2025, “but I have a lot of his mannerisms. He’s just got so much life force in him. And when he loves, he loves hard, and when he laughs, he laughs hard.”

As for his mom, “I have all of her sensitivity,” Oliver noted. “I feel a ton, you know—too much. That’s why I’m on 20 milligrams of Lexapro.”

On his own home front, Oliver married Erinn Bartlett in 2006, and they share sons Wilder Books Hudson, born Aug. 23, 2007, and Bodhi Hawn Hudson, born March 19, 2010, as well as daughter Rio Laura Hudson, who was born July 18, 2013.