Currently, there is no documentation for setting up a Windows service for a runner. The ability to setup a Windows Service for a runner is beneficial so that if Windows crashes, is shutdown, or restarted, the runner will start automatically.
Source page
https://docs.rundeck.com/docs/administration/runner/runner-install.html