As a player for the Yugoslavia national basketball team Radović participated at the 1960 Summer Olympics in Rome and at the EuroBasket 1961 in Belgrade where he won a silver medal. He participated at the EuroBasket 1959 in Turkey. Also, he won a gold medal at the 1959 Mediterranean Games in Lebanon and bronze medal at the 1963 Mediterranean Games in Italy.