Hey there @ableflyer welcome to the community!
Most users end up using a custom auth0scheme as opposed to https - For example, if I were to set auth0scheme: "demo" and add the callback url demo://mydomain.us.auth0.com/android/com.auth0.androidsample/callback to my application settings in my Auth0 dashboard.
Some more on using https (and Android App Links) here:
Hope this helps!