Deleting the Unreal Engine folder from the AppData\Local folder worked. This folder is under C:\users[username]\AppData\Local\UnrealEngine. It is also a hidden folder.
Removing or reinstalling Unreal will most likely leave this folder unchanged, which is why some may still have this issue.