When I ran into trouble with this on Android Studio 3.1.4 the solution was to go into the app
dropdown on my project, then Edit Configurations > Defaults > JAR Application
where there is a JRE
box on the initial Configuration
tab. Setting that to my JRE path solved the problem for me.