What is the difference between hot glue and pva?

PVA glue is a fairly simple wood and paper glue. Epoxy is a 2 part glue involving a hardener and an adhesive, which must be mixed carefully to get maximum efficiency. Epoxy will normally have a much stronger joint if mixed and applied carefully.