A small update on the matter: I received my replacement device, set it up and didn't have any more reboots as of now. Doesn't mean it's a hardware issue for sure, maybe it has something to do with the "new" phone being set up (ergo maybe I could have fixed it by factory reset). Anyway, problem seems to be fixed now.