NewYork by rail website:
"One child ages 2 – 12 is eligible to receive a 50% discount on the lowest available adult rail fare on most Amtrak trains with each fare-paying adult (age 18+). If any additional child per adult will be traveling, reservations must be made for that child as an “Adult”...