6 citations · 8 across the 3 of their papers we have counts for
3 papers
Data-driven prediction of Air Traffic Controllers reactions to resolving conflicts
Alevizos Bastas, George A. Vouros
With the aim to enhance automation in conflict detection and resolution (CD&R) tasks in the Air Traffic Management domain, in this paper we propose deep learning techniques (DL) th…
Data Driven Aircraft Trajectory Prediction with Deep Imitation Learning
Alevizos Bastas, Theocharis Kravaris, George A. Vouros
The current Air Traffic Management (ATM) system worldwide has reached its limits in terms of predictability, efficiency and cost effectiveness. Different initiatives worldwide prop…
Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods
Theocharis Kravaris, Christos Spatharis, Alevizos Bastas +5
In this article, we report on the efficiency and effectiveness of multiagent reinforcement learning methods (MARL) for the computation of flight delays to resolve congestion proble…