Add butter, sugar, milk, and cocoa together in a saucepan (or microwave). Bring to a boil. Let boil for 90 seconds.

Remove from heat and stir in peanut butter, quick cooking oats, and vanilla.

Drop onto wax or foil paper and let cool until set. Putting it in the refrigerator is optional.