I recommend visiting the National Museum of Iceland. See
http://www.thjodminjasafn.is/english/ With luck you can visit the museum and have time for lunch. Or visit the City Museum and have lunch in the cafe. See
http://www.minjasafnreykjavikur.is/e...px/tabid-4205/