The singer was not at his home at the time of robbery, which took place in the early hours of Wednesday morning, July 15.
Officials said the suspects, who were armed with handguns, got away from the Tarzana property with an unknown amount of money and some personal items.
Chris Brown, 26, or his representatives have yet to comment on the matter.
According to reports, Chris Brown was at a nightclub at the time of the incident.
It marks the second home invasion that Chris Brown has suffered in recent months.
In May, the R&B star came home to another property to find a woman had allegedly broken in, cooked several meals and written “I love you” on walls.
Amira Ayeb, 21, subsequently pleaded not guilty to first-degree residential burglary, stalking and vandalism.
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