Knowlton Township is a township in Warren County, in the U.S. state of New Jersey. As of the 2020 United States census, the township's population was 2,894, a decrease of 161 from the 2010 census count of 3,055, which in turn reflected an increase of 78 from the 2,977 counted in the 2000 census.