Anatoly Arkadyevich Mikhaylov (; 14 September 1936 â 13 June 2022) was a Soviet athlete.
He competed mainly in the 110-metre hurdles. He trained in Leningrad at Zenit and later at VSS Trud.
He competed for the USSR in the 1964 Summer Olympics held in Tokyo, Japan, in the 110-metre hurdles where he won the bronze medal.