The pair will take to the stage in Oslo, Norway, a day after the prestigious award is bestowed upon the European Union next month, reported Daily Express.
"I am honored to be performing at the 19th Annual Nobel Peace Prize Concert on Dec 11 in Oslo, Norway!," Hudson posted on Twitter.
Geir Lundestad of the Norwegian Nobel Committee said, "Through music, they will help celebrate and promote peace, informing audiences of the extraordinary contributions of the Nobel laureate."