According to TMZ, Mila, 31, gave birth at Cedars-Sinai Medical Center in Los Angeles on Tuesday.
This is the first child for the couple, who appeared on the popular program, That ’70s Show.
Mila revealed that they were expecting when she appeared on The Ellen DeGeneres Show in May 2014.
The stars became engaged earlier this year.