The rapid development of drone technology is leading to more and more use cases being proposed. In response, regulators are drawing up drone traffic management frameworks. However, to design solutions that are efficient, fair, simple, non-manipulable, and scalable, we need market design and AI expertise. To this end, we introduce the drone traffic management problem as a new research challenge to the AI and market design communities. We present five design desiderata that we have derived from our interviews with stakeholders from the regulatory side as well as from public and private enterprises. Finally, we provide an overview of the solution space to point out possible directions for future research.
翻译:无人机技术的迅速发展导致越来越多的使用案例被提出来。作为回应,监管者正在起草无人机交通管理框架。然而,为了设计高效、公平、简单、不可管理和可扩展的解决方案,我们需要市场设计和AI专业知识。为此,我们引入无人机交通管理问题,将其作为对AI和市场设计界的一项新的研究挑战。我们提出了五个设计偏差,这是我们从与监管方以及公营和私营企业利益攸关方的访谈中得出的。最后,我们概述了为未来研究指明可能方向的解决方案空间。