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Journal Articles
- 2024
[j3]George Papadopoulos
, Alevizos Bastas, George A. Vouros, Ian Crook, Natalia V. Andrienko, Gennady L. Andrienko, Jose Manuel Cordero Garcia:
Deep reinforcement learning in service of air traffic controllers to resolve tactical conflicts. Expert Syst. Appl. 236: 121234 (2024)- 2023
- [j2]Christos Spatharis, Alevizos Bastas, Theocharis Kravaris, Konstantinos Blekas, George A. Vouros, Jose Manuel Cordero Garcia:
Hierarchical multiagent reinforcement learning schemes for air traffic management. Neural Comput. Appl. 35(1): 147-159 (2023) - 2022
- [j1]Alevizos Bastas, George A. Vouros:
Data-driven prediction of Air Traffic Controllers reactions to resolving conflicts. Inf. Sci. 613: 763-785 (2022)
Conference and Workshop Papers
- 2022
- [c2]George A. Vouros, George Papadopoulos, Alevizos Bastas, Jose Manuel Cordero Garcia, Ruben Rodrigez Rodrigez:
Automating the Resolution of Flight Conflicts: Deep Reinforcement Learning in Service of Air Traffic Controllers. PAIS@ECAI 2022: 72-85 - 2019
- [c1]Christos Spatharis, Konstantinos Blekas, Alevizos Bastas, Theocharis Kravaris, George A. Vouros:
Collaborative multiagent reinforcement learning schemes for air traffic management. IISA 2019: 1-8
Informal and Other Publications
- 2022
- [i4]Alevizos Bastas, George A. Vouros:
Data-driven prediction of Air Traffic Controllers reactions to resolving conflicts. CoRR abs/2205.09539 (2022) - [i3]George A. Vouros, George Papadopoulos, Alevizos Bastas, Jose Manuel Cordero Garcia, Ruben Rodrigez Rodrigez:
Automating the resolution of flight conflicts: Deep reinforcement learning in service of air traffic controllers. CoRR abs/2206.07403 (2022) - 2020
- [i2]Alevizos Bastas, Theocharis Kravaris, George A. Vouros:
Data Driven Aircraft Trajectory Prediction with Deep Imitation Learning. CoRR abs/2005.07960 (2020) - 2019
- [i1]Theocharis Kravaris, Christos Spatharis, Alevizos Bastas, George A. Vouros, Konstantinos Blekas, Gennady L. Andrienko, Natalia V. Andrienko, Jose Manuel Cordero Garcia:
Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods. CoRR abs/1912.06860 (2019)
Coauthor Index
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