Three Pokestops, the game's real-world locations, attracted hundreds of players to a park in inner Sydney.
Nearby apartment residents endured traffic jams, piles of rubbish and noise until the early hours.
The creators of the game are working to remove some real-world locations that do not wish to be included in the mobile game.
"There is loud shouting throughout the night, people dumping rubbish and cigarette butts and constant traffic jams," one of the apartment's residents told the Sydney Morning Herald last week.