I went to Settings - Status, and clicked on "Network reset". This fixed the problem.
I have two Surface computers, both lose internet connection direct connect to my router, after some 15 minutes of idle time (no applications running). I must restart to get internet connection. It defaults to a wireless connection. Nothing I try fixes problem.