Police were called to the home on the 1700 block of Doheny Drive at about 6 p.m. Thursday.
Authorities confirmed that the robbers got away with an undisclosed amount of cash and jewelry from the home. The home is being leased right now but was recently on the market for $10 million.
The suspect hit a cook as he fled. The cook was not seriously hurt.