New Jersey Transit trains will begin running again on Tuesday after the agency reached a tentative deal on Sunday with striking rail engineers on wage increases, ending a three-day work stoppage that had left tens of thousands of commuters to New York scrambling to find alternative transportation.

Talks aimed at settling a strike between train engineers and New Jersey’s huge commuter railroad resumed Saturday and are set to continue Sunday.

NJ Transit and labor union reach tentative deal to end rail strike, aiming for full service resumption on May 20.