The incident began when Jones, who had boarded the 7.43pm train in Paris with a first-class ticket, moved into the premium class area.
Eurostar communications director Paul Charles said: "Grace Jones was challenged by the train manager and was told that, as she did not have a premium class ticket, she would have to pay for an upgrade.