Most of the tracks Amtrak owns (northeast corridor and a few other small sections) don't have grade crossings.
Freight train companies (UP, BNSF, CSX, etc) are responsible for the grade crossings along their tracks.
Everyone should stop, look, listen before crossing tracks that don't have gates & lights.