Unable to install Remote Desktop Services on Server 2012 R2 - Member Server (Not a DC)

Server 2012 R2 - Hyper-V member server (No, it's not a Domain Controller)

Steps:

Remote Desktop Services Installation > Quick Start > Session-Based Desktop Deployment

Remote Desktop Services role services - Failed

Unable to install the role services

Session Collection - Cancelled

RemoteApp programs - Cancelled