While he was in western Louisiana, Taylor often disagreed with Edmund Kirby Smith. Smith commanded the Confederates west of the Mississippi River. Because they disagreed so often, Taylor was sent east of the Mississippi in April 1864. He commanded Confederates in Mississippi and Alabama until the end of the war in May 1865.