Oak Grove (originally called Fairfield) is a town in Dodge County, Wisconsin, United States. The population was 1,126 at the 2000 census. The unincorporated community of Minnesota Junction is located in the town. The unincorporated community of Rolling Prairie is also located partially in the town.