Tell him you get "cabin fever" sometimes and just need to go out to see some different sights.
If you aren't able to drive yourself anywhere he should understand that everyone needs to get out of the house once in awhile.
Everyone should make & take some special time for their loved ones- isn't that the point of having a partner???