They state that Aurora "supports the same set of PostgreSQL extensions that are supported with RDS for PostgreSQL 9.6." Which is a yes. PostGIS version 2.3.2, I believe.
Yes, this release of Amazon Aurora with PostgreSQL compatibility does support PostGIS extensions.