The incident happened around midnight Thursday near Edgerton Avenue and Moorpark Street, according to the Los Angeles Police Department.
Authorities say the suspects smashed their way in through a sliding glass door.
The suspects ran off after realizing people were home. The babysitter and "two young children" were not harmed, police said.
It is not believed anything of significant value was stolen.