Cannot run Matlab or any program in the batch script

I am running a batch script that calls Matlab and run a Matlab function in a .m file and exit but Matlab is never called. I change the script to run notepad.exe but notepad is also not being called.
The script works if I run it from the command prompt or from windows (Windows Server 2008 R2 Standard with SP1, 64-bit ).