Defence Minister Richard Marles has hosted his US and Japanese counterparts in Darwin for trilateral discussions on increased military cooperation.

Japanese troops will begin regular deployments in northern Australia as part of military cooperation between the three countries, Mr Marles announced on Sunday.

"Today we are announcing that there will be regular deployments of Japan's amphibious Rapid Deployment Brigade to Australia," Mr Marles said at a televised press conference in Darwin.