Meliora is a Latin adjective meaning "better". It is the neuter plural (nominative or accusative) form of the adjective "melior, -or, -us".
It may be used in the accusative and substantively (i.e., as a noun) to mean "better things", "always better", "ever better", or, more fully, "for the pursuit of the better".