Peel Regional Police say they were called to a home on Pebblecreek Drive at 10:40 a.m.
Initial reports suggest that three males had gone into the home and police say it is possible that one was carrying a gun.
The males fled by the time police arrived. It is not immediately clear if they anything was stolen.
Police are searching the area looking for the suspects.