After some trial and error I have a startup batch file with a delay to map my network drives
For folders WITH NO spaces in the name use this format
net use m:\Server01\myfolder /USER:mynetwork\Administrator Mypassword /persistent:yes
For folders WITH spaces in the name use this format (notes the quotation marks " " either side of the path with spaces in the folder name
net use "m:\Server01\my folder" /USER:mynetwork\Administrator Mypassword /persistent:yes