There was a logon failure when signing onto the agent. In the joblog you will see the following:
Starting process with command: bin\Win32\RobotTermSocket64.exe 'userxxx' 1311336069526 C:\Windows\system32\cmd.exe
Password:
Unable to login user
1326: Logon failure: unknown user name or bad password.
The process ended unexpectedly.