Police say three men, two armed with handguns, entered the victims' residence. The robbers took about $1,500 in cash, jewelry and cell phones.
The victims were not harmed.
A K-9 unit was able to catch one suspect, but the other two got away. Police found one handgun believed to have been used in the home invasion.
Anyone with information on the whereabouts of the other two suspects is asked to call the LAPD Southwest Division at (213) 485-2582.
City News Service contributed to this report.