… around conflict points join the conflict resolution due to the conflict prevention protocol.
We consider non-cooperative conflict resolution between two aircraft, which we model as a …

… air traffic management (ATM) systems, the final decision-making remains with the air traffic
controller … Most of well-known methods of air traffic conflicts resolution have a number of …

… , 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 …

… , they can also be extended to cooperative multiagent domains. MMDPs extend MDPs and
allow for sequential decision making in a cooperative multiagent system, and is similar to the …

… ATM, such as introducing new systems, new methods/behaviors … air traffic is able to self-organize
to external influences from actors (human or machine). Automation of air traffic control …

… , navigation, and surveillance (CNS), as well as improved conflict detection and resolution
… In this paper, two concepts of solving the air traffic conflict in the airspace by performing …

… by the flight crew or air traffic control, depending on local traffic and weather conditions. The
… by non-cooperative aircraft. When one fifth of aircraft do not contribute to conflicts resolution, …

… 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-…

… Dynamics and Control technologies play a central role in the … of decision support systems of
modern air traffic management systems. … the aircraft trajectory optimization, conflict resolution …

… the air traffic control (ATC) system and seeks for more control resources ready to tactically
solve potential conflicts, … To cooperatively resolve the conflicts before collision avoidance, the …