Robinson served as NBC's diving commentator for the 2012 London Olympics and has been a play-by-play man for the last eight Olympic Games (four Winter Olympics and four Summer Olympics). His Summer Olympic assignments began with baseball at the 2000 Summer Olympics in Sydney, where the U.S. baseball team upset Cuba for the gold medal, and diving and canoeing at the 2004 Summer Olympics in Athens, both for NBC. His Winter Olympics assignments began with short track speed skating, freestyle skiing, and the giant slalom snowboarding event at the 1998 Winter Olympics in Nagano for CBS, and short track at the 2002 Winter Olympics in Salt Lake City, 2006 Winter Olympics in Turin and 2010 Winter Olympics, this time for NBC. Robinson called Apolo Ohno's eight short track Olympic medals for NBC, and served as the play-by-play announcer for NBC Sports coverage of diving at the last three Summer Games, including David Boudia's gold medal win in London.