I just received an email announcing "Amtrak Share Fares". The more companions one has, the cheaper the ticket:
Passenger 1 – full price
Passenger 2 – 15% off full price
Passenger 3 – 60% off full price
Passenger 4 – 70% off full price
So, if I'm reading this correctly, two traveling...