(Just curious b/c of the Amtrak reference. I think they still accept bikes as checked bags, but I know that most of the employees are far from gentle when they see bike boxes.)
Yes, I just looked into this recently. You can reserve spots for full sized bikes for $5-$10/bike (pretty incredible) but folding bikes are allowed as carry on luggage! So awesome.