Michel Richard's Central is about two blocks away. If that counts as medium priced it would be perfect. If you can walk a few more blocks, you get to a major restaurant neighborhood, Penn Quarter.
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Central Michel Richard
1001 Pennsylvania Ave., NW, Washington, DC 20004