The actor took to Instagram to share the news, posting an illustration of himself and Caitlin in front of the Disneyland castle.
"I asked...she said yes! ...And we lived happily ever after💍" he wrote.
The couple kept their romance under wraps until March 2016. The actor was previously married to Rebecca Romijn for seven years before their divorce in 2007.
Congratulations to the happy couple!