Trim leaves close to the bulb of the kohlrabi (no need to peel the bulb).  Cut the kohlrabi in half or quarters depending on its size and place on a cookie sheet.  Sprinkle with olive oil, salt and pepper.  Roast at 450 degrees until the kohlrabi is tender.