Right now if you use Aurora Postgresql 9.6 you don't have an easy way to migrate to 10, and 11 is not even available. They supposedly are working on a solution,

Right now if you use Aurora Postgresql 9.6 you don't have an easy way to migrate to 10, and 11 is not even available. They supposedly are working on a solution, but won't disclose when it will be available.