Towards conformal automation in air traffic control: learning conflict resolution strategies through behavior cloning

• Main Authors: Guleria, Yash, Pham, Duc-Thinh, Alam, Sameer, Tran, Phu N., Durand, Nicolas
• Other Authors: Air Traffic Management Research Institute
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering::Aeronautical engineering; Air Traffic Conflict Resolution; Behavior Cloning
• Online Access: https://hdl.handle.net/10356/173293
• Institution: Nanyang Technological University

A critical factor in achieving conformity of automation tools in performing expert tasks, such as air traffic conflict resolution, is the identification of air traffic controllers’ (ATCOs’) preferences (conflict resolution strategies) and the automation tool's ability to learn and recommend sol...