Officers were called to the old Dunedin racecourse in Victoria Rd about 5.40pm today.
A police spokesman said the youths were apprehended and were given warnings.
Harness racing and greyhound racing events were run at the track in St Kilda for decades but the venue became surplus to the racing industry’s requirements in 2021.