Preheat oven to 350 degrees.
Combine oats, milk, vanilla, honey, and agave in a bowl. Mix well.
In separate small bowl combine peanut butter and almond milk.
Pour half of oat mixture in a ramekin. Add peanut butter on top, then add remaining oat mixture.
Bake for about 15 minutes, or until oats are done.
Take oats out of oven and sprinkle with cane sugar.
Heat oven to broil ( 550 degrees) and bake oatmeal 1 minute, or until sugar caramelizes (watch closely).
Enjoy!