Modeling cyber-physical human systems via an interplay between reinforcement learning and game theory BM Albaba, Y Yildiz Annual Reviews in Control 48, 1-21, 2019 | 91 | 2019 |
SyNet: An ensemble network for object detection in UAV images BM Albaba, S Ozer 2020 25th International conference on pattern recognition (ICPR), 10227-10234, 2021 | 56 | 2021 |
Driver modeling through deep reinforcement learning and behavioral game theory BM Albaba, Y Yildiz IEEE Transactions on Control Systems Technology 30 (2), 885-892, 2021 | 49 | 2021 |
Stochastic driver modeling and validation with traffic data M Albaba, Y Yildiz, N Li, I Kolmanovsky, A Girard 2019 American Control Conference (ACC), 4198-4203, 2019 | 15 | 2019 |
MARLUI: Multi-Agent Reinforcement Learning for Adaptive UIs T Langerak, S Christen, M Albaba, C Gebhardt, O Hilliges arXiv preprint arXiv:2209.12660, 2022 | 7 | 2022 |
A 3D game theoretical framework for the evaluation of unmanned aircraft systems airspace integration concepts BM Albaba, N Musavi, Y Yildiz Transportation Research Part C: Emerging Technologies 133, 103417, 2021 | 5 | 2021 |
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention S Özdel, Y Rong, BM Albaba, YL Kuo, X Wang, E Kasneci Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 1-9, 2024 | 1 | 2024 |
MARLUI: Multi-Agent Reinforcement Learning for Adaptive Point-and-Click UIs T Langerak, S Christen, M Albaba, C Gebhardt, C Holz, O Hilliges Proceedings of the ACM on Human-Computer Interaction 8 (EICS), 1-27, 2024 | | 2024 |
RILe: Reinforced Imitation Learning M Albaba, S Christen, C Gebhardt, T Langarek, MJ Black, O Hilliges arXiv preprint arXiv:2406.08472, 2024 | | 2024 |
A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos S Özdel, Y Rong, BM Albaba, YL Kuo, X Wang, E Kasneci Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 1-6, 2024 | | 2024 |
A 3D Modeling Framework for the Application of Unmanned Aircraft Systems Integration BM Albaba, N Musavi, Y Yildiz 2021 IEEE Conference on Control Technology and Applications (CCTA), 341-346, 2021 | | 2021 |
Predicting Human Behavior Using Static and Dynamic Models BM Albaba PQDT-Global, 2021 | | 2021 |