Jamie Khan broke free from Huntercombe Hospital while on an escorted walk with his carer.
He is described as slimly built with brown hair and long facial hair on his chin.
He was last seen wearing a green hooded jumper over a grey jumper, white Nike trainers and a grey baseball cap.
Anyone who sees him is advised not to approach him, but to call 999 immediately.