A proper Steadicam rig that can capture smooth tracking and chase shots usually requires thousands of dollars (not including the camera) and a highly-skilled operator. As a cheaper workaround, these filmmakers used a gyro-stabilized camera drone that they held in front of them like a traditional film camera.
Source: Gizmodo – Carrying a Flying Camera Drone Results in Some Beautifully Stabilized Shots