After I re-installed SSRS 2014 (with default config) I get HTTP 404 when I try to access the ReportServer or Reports pages
Well I'm not exactly sure what went wrong, but I reinstalled the whole SQL Server and then it worked again (as apposed to reinstalling only a few components last time.