Rolf Schjerven (15 October 1918 - 26 October 1978) was a Norwegian politician for the Conservative Party.
He was elected to the Norwegian Parliament from Vestfold in 1961, and was re-elected on one occasion. He had previously been a deputy representative from 1954 - 1957.
Schjerven was born in Lardal and was a member of Lardal municipality council in the terms 1945 - 1947, 1947 - 1951 and 1951 - 1955.