Errors installing the Remote Desktop Services Role - Server 2012 R2

I am trying to install Remote Desktop Services on a Server 2012 R2 and hitting a wall.

1. There are no restarts pending on the machine. There are no pending updates on the machine and the pending restart registry key does not exist on the machine ("HKLM\System\CurrentControlSet\Control\Session Manager\PendingFileRenameOperations")
2. This machine is NOT a domain controller. It is a member server in the domain.
3. This is a Hyper-V Machine and I am trying to do a session based deployment.
4. I have tried to do a Quick Start deployment and also a Standard Deployment.

I am at a loss and also in a time crunch to get this done. Here is the ERROR I am getting:

Remote Desktop Services role services - Failed

Unable to install the role services

Session Collection - Cancelled

RemoteApp programs - Cancelled