Java RE 10 is the latest release of Java SE Platform. This release contains improvements like Local-Variable Type Inference, Parallel Full GC, Application Class-Data Sharing. Oracle strongly recommends that all Java SE users upgrade to this release.
Java Runtime Environment covers most end-users needs. Contains everything required to run Java applications on your system.
This release also contains fixes for security vulnerabilities described in the Oracle Critical Patch Update.