I had the same issue and was resolved by going to services (windows key + r) and then type services.msc and click ok.
locate Windows Update, right-click and choose stop.
go to windows explorer and navigate to c:\windows\softwaredistribution, delete the download folder.
go back to services and start the Windows Update service again. now re-run windows updates to see if the install will work.
This worked fine for me.