family left Nazi Germany in 1938 and emigrated to the United States. Grünbaum received a B.A. with twofold High Distinction in philosophy and in mathematics from Wesleyan University, Middletown, Connecticut, in 1943.

During the Second World War, Grünbaum was trained at Camp Ritchie, Maryland, and thus was one of the Ritchie Boys.