Joint Learning of Reward Machines and Policies in Environments with Partially Known Semantics C Verginis, C Koprulu, S Chinchali, U Topcu arXiv preprint arXiv:2204.11833, 2022 | 6 | 2022 |
DeepFocus: a few-shot microscope slide auto-focus using a sample invariant CNN-based sharpness function A Shajkofci, M Liebling 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 164-168, 2020 | 6 | 2020 |
Act to Reason: A Dynamic Game Theoretical Driving Model for Highway Merging Applications C Koprulu, Y Yildiz 2021 IEEE Conference on Control Technology and Applications (CCTA), 747-752, 2021 | 4 | 2021 |
Act to reason: A dynamic game theoretical model of driving C Köprülü, Y Yıldız arXiv preprint arXiv:2101.05399, 2021 | 3 | 2021 |
Reward-machine-guided, self-paced reinforcement learning C Koprulu, U Topcu Uncertainty in Artificial Intelligence, 1121-1131, 2023 | 2 | 2023 |
Risk-Aware Curriculum Generation for Heavy-Tailed Task Distributions C Koprulu, TD Simão, N Jansen, U Topcu The 39th Conference on Uncertainty in Artificial Intelligence, 2023 | 1 | 2023 |