From https://github.com/expo/expo/issues/313:

"Is there any way to customize the android AppTheme without detaching and editing _styles.xml_ directly?

If it's not currently possible, it would be cool if we could set colorPrimary, colorPrimaryDark, colorControlActivated, colorAccent, etc. through _app.json_."