Taylor and Stiller recently announced their separation after 17 years of marriage.
"Adam and I have known each other for years and years," said Stiller. "This was a really special experience, having a chance to connect with him like this. Where we're at in our lives personally, it was a chance for us to really get closer than we've been before. Playing brothers, it was really like one of the best experiences I've had."