The Charmed star, who wed David Donoho in 2004, is citing irreconcilable differences, according to TMZ.com.
The couple has three children together - Finley, seven, Riley, five, and two-year-old Kelley. Combs is expected to seek joint custody of the kids.
She was previously married to actor Bryan Travis Smith. That union ended in 2007 after four years.