Roundup brand herbicide, widely available at garden centers, will kill almost any plant. Be careful, because it will kill plants that you want just as well as plants that you don't want.
And it might not be good for the environment.
Roundup at Wikipedia has the whole story. Despite all the controversy written about there, Roundup is still the most common choice for most gardeners.