Add your butter, sugar and milk to a heavy bottomed pot, bring to a rolling boil and boil for 1 minute while stirring.
Take your pot off the heat and mix in your peanut butter, vanilla and oats.
Use a spoon to scoop and drop your cookie mixture onto a piece of parchment paper and let cool until firm.
ENJOY!