Take the
#3 Metro, get off at Opera and transfer to the
#7 Metro. Get off at Palais Royal/Musee du Louvre. Signs on the platform where you get off will direct you to the Carousel du Louvre and the museum.
There is another Metro stop Louvre Rivoli that is not near any entrances to the museum.