A video captured chaotic scenes unfolding in Washington, D.C.'s Navy Yard neighborhood on Halloween night as police took five people into custody.

The riot control units are a major shift, underscoring the Trump administration’s push to directly involve the military in responding to demonstrations and other domestic missions.