"Amtocephale" was first named by Mahito Watabe, Khishigjaw Tsogtbaatar and Robert M. Sullivan in 2011 and the type species is "Amtocephale gobiensis".The generic name combines a reference to the Amtgai site with a Greek κεφαλή, "kephale", "head".