Windows 8.1 and 10 Mapped Drive issues through GPO
http://www.mcbsys.com/blog/2016/08/windows-10-repeatedly-disconnects-network-drives/
The solution? Change the group policy to Update rather than Replace the drive mapping. In the Group Policy Object (GPO) where drive maps are defined, edit User Configuration > Preferences > Windows Settings > Drive Maps.