Combine sugar, milk and butter in 3 quart saucepan and bring to a boil. Boil for one minute, no less!

Remove from heat and mix in cocoa, oats and vanilla.

Drop by teaspoonfuls onto waxed paper and allow to cool to room temperature.

Do NOT try to make them larger as they won't setup correctly.