| Learning policies for resolving demand-capacity imbalances during pre-tactical air traffic management T Kravaris, GA Vouros, C Spatharis, K Blekas, G Chalkiadakis, ... Multiagent System Technologies: 15th German Conference, MATES 2017, Leipzig …, 2017 | 22 | 2017 |
| Hierarchical multiagent reinforcement learning schemes for air traffic management C Spatharis, A Bastas, T Kravaris, K Blekas, GA Vouros, JM Cordero Neural Computing and Applications, 1-13, 2023 | 20 | 2023 |
| Multiagent reinforcement learning methods to resolve demand capacity balance problems C Spatharis, T Kravaris, GA Vouros, K Blekas, G Chalkiadakis, ... Proceedings of the 10th hellenic conference on artificial intelligence, 1-9, 2018 | 16 | 2018 |
| Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections C Spatharis, K Blekas Journal of Intelligent Transportation Systems 28 (1), 103-119, 2024 | 14 | 2024 |
| Multiagent reinforcement learning methods for resolving demand-capacity imbalances T Kravaris, C Spatharis, K Blekas, GA Vouros, JMC Garcia 2018 IEEE/AIAA 37th digital avionics systems conference (DASC), 1-10, 2018 | 14 | 2018 |
| Resolving congestions in the air traffic management domain via multiagent reinforcement learning methods T Kravaris, C Spatharis, A Bastas, GA Vouros, K Blekas, G Andrienko, ... arXiv preprint arXiv:1912.06860, 2019 | 10 | 2019 |
| Apprenticeship learning of flight trajectories prediction with inverse reinforcement learning C Spatharis, K Blekas, GA Vouros 11th Hellenic Conference on Artificial Intelligence, 241-249, 2020 | 7 | 2020 |
| Collaborative multiagent reinforcement learning schemes for air traffic management. C Spatharis, K Blekas, A Bastas, T Kravaris, GA Vouros 10th International Conference on Information, Intelligence, Systems and …, 2019 | 7 | 2019 |
| Unmanned surface vehicle navigation through generative adversarial imitation learning P Chaysri, C Spatharis, K Blekas, K Vlachos Ocean Engineering 282, 114989, 2023 | 3 | 2023 |
| Double deep multiagent reinforcement learning for autonomous driving in traffic maps with road segments and unsignaled intersections C Spatharis, K Blekas 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 2 | 2020 |
| Design and Implementation of a Low-Cost Intelligent Unmanned Surface Vehicle P Chaysri, C Spatharis, K Vlachos, K Blekas Sensors 24 (10), 3254, 2024 | 1 | 2024 |
| Large-Scale Urban Traffic Management Using Zero-Shot Knowledge Transfer in Multi-Agent Reinforcement Learning for Intersection Patterns T Tranos, C Spatharis, K Blekas, AG Stafylopatis Robotics 13 (7), 109, 2024 | | 2024 |
| Modelling flight trajectories with multi-modal generative adversarial imitation learning C Spatharis, K Blekas, GA Vouros Applied Intelligence 54 (11), 7118-7134, 2024 | | 2024 |
| Deep reinforcement learning and generative adversarial modeling in traffic applications C Spatharis Πανεπιστήμιο Ιωαννίνων. Σχολή Πολυτεχνική. Τμήμα Μηχανικών Ηλεκτρονικών …, 2023 | | 2023 |
| Multi-Agent Reinforcement Learning Methods for Congestion Problems C Spatharis University of Ioannina, 2018 | | 2018 |
