People.com confirmed the split with the pair's representative Thursday, but no other details were immediately available.
The comedy stars married in August 2003 and have two pre-school age sons together.
Poehler is a former "Saturday Night Live" cast member and current star of the sitcom "Parks and Recreation."
Arnett is best known for his roles on TV's "Up All Night" and "Arrested Development."
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