It's theft, plain and simple. Even if they don't manage to get your money attempted theft is still a crime. Phone 999 if you see it happening or are the victim, ongoing crime should be a priority for the call handlers but resources can be thin on the ground, especially in the city centre.
It's not robbery because there's no violence or threat of violence.