The incident happened about one mile north of the 273 Highway exit in Platte County.
Police say William Elders, 46, of Idaho was walking along I-29 pointing a rifle at traffic.
It is not clear whether he fired any shots, but anybody with information is asked to come forward.
Officers used a taser to take Elders into custody.
He was taken to an area hospital for evaluation.