From LEGO Batman Wiki
As their moniker suggests, Riddler Goons are the Riddler's henchmen. They were green shirts, black beanies, and gray pants to represent the Riddler.
In the Nintendo D.S. version
In the Nintendo D.S. version, Riddler Goons wear blue shirts with a question-mark on it, blue pants, and blue/gray beanies.