See SQL Server Reporting Services Reports without logging in?
You only have to run in Administrator mode because you haven't added any users to SSRS. You need to grant permissions. For example on the root folder in SSRS add a windows user/group to the Browser role.

For more details see https://technet.microsoft.com/en-us/library/ms156014%28v=sql.110%29.aspx