By Praeger, Saxl, and Yokoyama, the classification problem of finite primitive distance transitive graphs is reduced to the case where the automorphism group is either almost simple or affine. Here we study graphs in the affine case, that is, we classify some classes of distance transitive graphs whose automorphism groups are affine.