The Row Details are represented by a DetailsPresenter control. By default, the DetailsPresenter control is styled according to the current theme. Its style includes properties such as Background, BorderBrush and others. Use the RowDetailsStyle property of the RadGridView, if you want to customize its appearance.
To learn how to do this take a look at the Styling the Row Details topic.