Cobb was born in North Tarrytown, New York; he graduated from New York University's Tisch School of the Arts in 1987. A classically trained actor, he appeared in a number of Shakespearean productions in the New York area before breaking into television in the mid 1990s. One of his first movies was the 1995 film Eyes Beyond Seeing in which he plays a mental patient who claims to be Jesus Christ.