Windows doesn't allow RDP access (remote desktop connection) to users who don't have a password.
It's a security policy that you can turn off.
Go to Administrative Tools from Start menu.
Open Local Security Policy.
Choose on the left menu Security Settings-> Local Policies -> Security Options.
In the main window look Accounts: Limit local account use of blank passwords just to access the console.
Double-click and select Disabled.