Agranovich's first marriage was to Emilia Kulik, the announcer of the All-Union Radio. They had a son,
Alexey, born in 1970, who is also now a director. Agranovich's second marriage was to
Lidiya Fedoseyeva-Shukshina. His third marriage, to the director and documentary screenwriter Alla Agranovich, produced a daughter Maria (born 1989). In 2010, Maria graduated from the Directing Department of VGIK. In 2011, her debut film
No problem won the prize for young filmmakers at the contest
Kinotavr Short Meter. ==Awards==