The answer I found that solved my problem was to create a shortcut to the batch file and then right clicking and opening the properties tab and in the "Target" space add cmd.exe /C just before the path that is in quotation marks.
And, for posterity, this is where those actual shortcuts are stored
C:\Users\USER_NAME\AppData\Roaming\Microsoft\Internet Explorer\Quick Launch\User Pinned\TaskBar