He was facing charges relating to theft, damage of property and assault.
Police said people should not approach Barker but should call police if they know of his whereabouts.
Barker is described as being approximately 172 centimetres tall with a medium build, short-brown hair and a tanned complexion.
He was wearing a grey top, black shorts and thongs.
Anyone with information should contact ACT Police.