In order to change the input behavior of the control, you should create a descendant of the InputBehavior class and override the desired method. Here is how to change the Enter key behavior as per your request:
radRichTextBox1.DocumentView.InputBehavior = new MyInputBehavior(radRichTextBox1.DocumentView);
I hope this helps.
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