No, you can't download browser maps for offline use.

In the same way that you need the Google Maps app to do the do on Android, you need HERE Drive+/Maps (they use the same maps, which is neat), but then you get actual offline satnav and routing, whereas IIRC all you get is offline mapping with Google Maps, not search/routing/nav (or maybe it'll handle a predefined route, I dunno).