There are a lot of "special" coatings, but IMHO, the simplest is silicon dielectric grease. Apply a generous amount after the terminals are clean.
Every homeowner/shade tree mechanic should have a tube of this stuff. Any electrical connection that is in a damp area should have a thin film. I even put it on exterior light bulb threads !