Obolensky was born in London, Middlesex, on 15 May 1925, to Sergei Platonovich "Serge" Obolensky and Ava Alice Muriel Astor.
Ivan was educated at St. George's School in Newport, Rhode Island, and graduated from Yale University in New Haven, Connecticut, in 1947.