公开(公告)号：US20220415189A1

公开(公告)日：2022-12-29

申请号：US17778851

申请日：2020-11-23

Applicant: THALES

Inventor： Rémy SOUKARIE ,  Andrei PURICA ,  Dimitri MEUNIER ,  Béatrice PESQUET

IPC: G08G5/00 ,  G08G5/04 ,  G06N3/08

Abstract: A device for managing air traffic, in an airspace includes a reference aircraft and at least one other aircraft, the device receiving a three-dimensional representation of the airspace at a time when an air conflict is detected between the reference aircraft and the at least one other aircraft, the device comprising an airspace-encoding unit configured to determine a reduced-dimension representation of the airspace by applying a recurrent autoencoder to the three-dimensional representation of the airspace at the air-conflict detection time; a decision-assisting unit configured to determine a conflict-resolution action to be implemented by the reference aircraft, the decision-assisting unit implementing a deep-reinforcement-learning algorithm to determine the action on the basis of the reduced-dimension representation of the airspace, of information relating to the reference aircraft and/or the at least one other aircraft, and of a geometry corresponding to the air conflict.