Built by Akbar in 1565 , a more embattled period than during Shahjahan 's construction of the Red Fort in Delhi , the Agra Fort was conceived as a citadel with a moat on three sides and a river on the fourth .
The Agra Fort was surrounded by water in the form of a moat and a river .