The difference between adventure learning and cross-training is that

Adventure learning is a style of training that helps employees understand each other and the roles they play in an organization. Conversely, cross-training actually helps the employee learn the tasks and demands of another person's position and readies them for stepping in to the new position, should the person who typically works in said role be absent.