Mix the first 4 ingredients in a medium sauce pan.
Bring to a gentle boil, then remove from heat.
Stir in peanut butter.
Add in oats, coconut, and vanilla and stir well to combine.
Drop by tablespoon full onto a sheet of waxed paper and allow to cool completely.