MELBOURNE, Australia — Australian police said on Tuesday that a shootout in which two men died, three police officers were wounded and a female hostage was freed was being treated as a terror attack.

Police were called to an apartment building in the Melbourne suburb of Brighton on Monday in response to reports of an explosion and discovered the body of a man in the lobby. Police tried to negotiate with a gunman in one of the apartments, an official said.