Additional artists have been added to the special celebration, which wil feature performances from Ray Wylie Hubbard, Robert Earl Keen and Vincent Neil Emerson.
In a message to fans, Robison and Willis say that they will "continue to be in each other's corner as we try to embrace whatever else this crazy world brings."