… , air traffic flow extraction [18], and flight delay prediction [19,20]. The conflict resolution problem
in air traffic management… to build automated systems for air traffic control. For example, in …

… field of air traffic control (ATC), particularly in conflict resolution. … existing DRL applications
for conflict resolution problems. This … Aircraft are modeled as the agents of a cooperative multi-…

… Therefore, we need an autonomous air traffic control system to ensure safe separation …
Cooperation was encouraged by defining identical reward functions for all agents. We …

… a threat to the current approach to air traffic control already for decades, inspiring research
… -board non-cooperative systems/sensors. As unmanned aviation has no broadcast standard …

… combines multiple affected aircraft to perform conflict resolution cooperatively, the deconflict
… deep reinforcement learning for conflict resolution in air traffic management is proposed in …

… , whereby all agents are cooperative such that no agent is … Several works in the Air Traffic
Management (ATM) domain … They are responsible for conflict resolution of their operations…

… gent ATC systems that permit a richer analysis of existing air traffic … can help to develop
intelligent conflict detection and resolution … conflict resolution algorithm for terminal area air traffic …

… System (NAS) in cooperation with FAA has launched effective airspace and air traffic control
system… However, access to Y and Z volume offers preflight conflict resolution and might have …

… air traffic are inapplicable in their current form to the UAS/UAM traffic management problem.
… significant challenges this poses to navigation and cooperative surveillance performance. In …

… and experiments in the air traffic management of UAS and … conflict resolution method takes
aircraft involved in conflicts … multi-agent cooperative control and optimization problem with …