Hurt was born in Washington DC. His parents in his early years. He attended Tufts University, where he studied theology before turning to acting and joining Juilliard School. Throughout his career, Hurt appeared in a number of movies and portrayed a diversity of character roles. He is a holder of multiple acting awards.