We are hearing from the support team that they are receiving escalations from administrators using IE 11 not being able to do the initial configuration of their CRM Online organizations.
The workaround is:
Log in to MOP from a machine with an older IE version (IE10 for example) and rerun the configuration from there OR use compatibility view.
More information: http://support.microsoft.com/kb/2784954