| Actor prioritized experience replay B Saglam, FB Mutlu, DC Cicek, SS Kozat Journal of Artificial Intelligence Research 78, 639-672, 2023 | 19 | 2023 |
| Off-policy correction for deep deterministic policy gradient algorithms via batch prioritized experience replay DC Cicek, E Duran, B Saglam, FB Mutlu, SS Kozat 2021 IEEE 33rd International Conference on Tools with Artificial …, 2021 | 15 | 2021 |
| Awd3: Dynamic reduction of the estimation bias DC Cicek, E Duran, B Saglam, K Kaya, F Mutlu, SS Kozat 2021 IEEE 33rd international conference on tools with artificial …, 2021 | 12 | 2021 |
| Estimation error correction in deep reinforcement learning for deterministic actor-critic methods B Saglam, E Duran, DC Cicek, FB Mutlu, SS Kozat 2021 IEEE 33rd international conference on tools with artificial …, 2021 | 12 | 2021 |
| Deep reinforcement learning based joint downlink beamforming and RIS configuration in RIS-aided MU-MISO systems under hardware impairments and imperfect CSI B Saglam, D Gurgunoglu, SS Kozat 2023 IEEE International Conference on Communications Workshops (ICC …, 2023 | 10 | 2023 |
| Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach B Saglam, DC Cicek, FB Mutlu, SS Kozat arXiv preprint arXiv:2208.00755, 2022 | 7* | 2022 |
| Parameter-free reduction of the estimation bias in deep reinforcement learning for deterministic policy gradients B Saglam, FB Mutlu, DC Cicek, SS Kozat Neural Processing Letters 56 (2), 80, 2024 | 4* | 2024 |
| Deep intrinsically motivated exploration in continuous control B Saglam, SS Kozat Machine Learning 112 (12), 4959-4993, 2023 | 3 | 2023 |
| User Feedback-based Online Learning for Intent Classification K Gönç, B Sağlam, O Dalmaz, T Çukur, S Kozat, H Dibeklioglu Proceedings of the 25th International Conference on Multimodal Interaction …, 2023 | 2 | 2023 |
| An Optimistic Approach to the Temporal Difference Error in Off-Policy Actor-Critic Algorithms B Saglam, FB Mutlu, SS Kozat 2022 IEEE Symposium Series on Computational Intelligence (SSCI), 875-883, 2022 | 1 | 2022 |
| Compatible Gradient Approximations for Actor-Critic Algorithms B Saglam, D Kalogerias ICML 2024 Workshop: Foundations of Reinforcement Learning and Control …, 0 | | |
| Learning Task Representations from In-Context Learning B Saglam, Z Yang, D Kalogerias, A Karbasi ICML 2024 Workshop on In-Context Learning, 0 | | |
Doğa GürgünoğluKTH Royal Institute of Technology, Doctoral Student, Marie Skłodowska-Curie Fellow在 kth.se 的电子邮件经过验证
