Yellow Corp. is launching a driver-training initiative that aims to bring up to 1,500 new drivers into the trucking industry.

The recently rebranded Yellow Corp. — formerly YRC Worldwide — narrowed annual losses by nearly half even as fourth-quarter losses widened, and said it is bolstering operations through property divestitures and investments in new equipment.