If you are talking brown patina, I'd leave it alone. It does no harm at all, and actually is slightly protective.
If you are talking green tarnish, I'd give them a quick bath in lemon juice, rinse in hot water and dry, but more importantly I'd have a good hard look at your storage conditions.
