In a large sauce pan melt butter. Then add sugar, milk and cocoa, mix well. Bring to a boil and cook one minute stirring constantly. Remove from heat and stir in vanilla and peanut butter until dissolved. Stir in oats. Drop by table spoons onto wax paper or foil. Cool.