Obama's appearance in the hourlong episode, titled "Moving Up," will air April 24, the network said.
The first lady's part was filmed this month while she was in Miami promoting healthier out-of-school programs as part of her "Let's Move" initiative.
"Parks and Recreation" star Amy Poehler appeared with Obama at that event.
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