Safety and efficiency are two important aspects of human-robot collaboration (HRC). Most existing control methods for HRC consider either contactless HRC or physical HRC, hindering more efficient HRC.

Until now, Los Angeles police have only been authorized to use drones in a narrow set of circumstances, including barricaded suspects or bomb threats.