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ORCIDChristos Spatharis
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2020 – today
- 2024
[j5]Christos Spatharis
, Konstantinos Blekas, George A. Vouros:
Modelling flight trajectories with multi-modal generative adversarial imitation learning. Appl. Intell. 54(11-12): 7118-7134 (2024)- [j4]Christos Spatharis, Konstantinos Blekas:
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections. J. Intell. Transp. Syst. 28(1): 103-119 (2024) - [j3]Theodore Tranos, Christos Spatharis, Konstantinos Blekas, Andreas-Giorgios Stafylopatis:
Large-Scale Urban Traffic Management Using Zero-Shot Knowledge Transfer in Multi-Agent Reinforcement Learning for Intersection Patterns. Robotics 13(7): 109 (2024) - [j2]Piyabhum Chaysri, Christos Spatharis, Kostas Vlachos, Konstantinos Blekas:
Design and Implementation of a Low-Cost Intelligent Unmanned Surface Vehicle. Sensors 24(10): 3254 (2024) - [c7]Dimitrios Koutrintzes, Christos Spatharis, Maria Dagioglou:
Human-Aware Design for Transferring Knowledge During Human-AI Co-Learning. HAII5.0@ECAI 2024 - [c6]Theodore Tranos, Piyabhum Chaysri, Christos Spatharis, Konstantinos Blekas:
An Advanced Deep Reinforcement Learning Framework for Docking Unmanned Surface Vessels in Variable Environmental Conditions and Amid Moving Ships. SETN 2024: 23:1-23:10 - 2023
- [j1]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) - 2020
- [c5]Christos Spatharis, Konstantinos Blekas:
Double deep multiagent reinforcement learning for autonomous driving in traffic maps with road segments and unsignaled intersections. ITSC 2020: 1-6 - [c4]Christos Spatharis, Konstantinos Blekas, George A. Vouros:
Apprenticeship learning of flight trajectories prediction with inverse reinforcement learning. SETN 2020: 241-249
2010 – 2019
- 2019
- [c3]Christos Spatharis, Konstantinos Blekas, Alevizos Bastas, Theocharis Kravaris, George A. Vouros:
Collaborative multiagent reinforcement learning schemes for air traffic management. IISA 2019: 1-8 - [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) - 2018
- [c2]Christos Spatharis, Theocharis Kravaris, George A. Vouros, Konstantinos Blekas, Georgios Chalkiadakis, Jose Manuel Cordero Garcia, Esther Calvo Fernández:
Multiagent Reinforcement Learning Methods to Resolve Demand Capacity Balance Problems. SETN 2018: 2:1-2:9 - 2017
- [c1]Theocharis Kravaris, George A. Vouros, Christos Spatharis, Konstantinos Blekas, Georgios Chalkiadakis, Jose Manuel Cordero Garcia:
Learning Policies for Resolving Demand-Capacity Imbalances During Pre-tactical Air Traffic Management. MATES 2017: 238-255
Coauthor Index
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