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The band are said to be in talks with the Aussie popstar to perform in a one-off show in America next year at the Hollywood Bowl.
Both Kylie and Take That have announced they are set to tour next spring and summer.
A source said "The guys really want to pull out all the stops for this. Robbie and Kylie are close and it was seeing the success of her gig at the Hollywood Bowl that sparked the idea they could play there in the first place."