08/17/2026
As Advanced Air Mobility scales, managing high-density airspace requires autonomous air traffic management that seamlessly integrates long-term strategy with real-time tactical ex*****on.
In our technical paper, “Learning-based Hierarchical Framework for Strategic and Tactical Planning,” SkyGrid’s autonomy engineers introduce a modular, hybrid framework that combines variable-step, tree-based search for strategic planning with reinforcement learning for tactical deconfliction. This unified approach ensures scalable safety for the future skies.
Read the paper: https://doi.org/10.2514/6.2026-1984
AIAA - The American Institute of Aeronautics and Astronautics
The emergence of the Advanced Air Mobility (AAM) paradigm necessitates the development of increasingly autonomous air traffic management solutions to handle the projected scale and density of operations. This paper introduces a novel hierarchical conflict resolution framework that addresses the high...