 Oleg was Grand Duke Konstantin's favorite son.At one point he reportedly hoped to marry a cousin, Princess Nadezhda Petrovna of Russia, but this hope was prevented by the advent of World War I.Prince Oleg, with four of his brothers, served in the Guards during World War I.