agnostic1015 is right, I however let mine sit in the covered pot for 15 minutes, remove lid, then drain and submerge the eggs in a bowl of ice water.
Remember, eggs at least a week old will peel easier.
This method gives you easy to peel, no yucky green ring in the yolk...perfect eggs every time