Summarize this article:

Tap on the Menu > Edit Page > Set Admin Roles. A summary of your friend’s profile will be shown. " You’ll be asked to confirm your actions. Tap the red "Remove" button to confirm and delete their admin rights.

Summary:
Head back to the Admin section. Tap the pencil icon next to one of admins of your page. Scroll down the summary page and tap "Remove.