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Baturay Saglam
Baturay Saglam
Other namesBaturay Sağlam
Verified email at yale.edu - Homepage
Title
Cited by
Cited by
Year
Actor prioritized experience replay
B Saglam, FB Mutlu, DC Cicek, SS Kozat
Journal of Artificial Intelligence Research 78, 639-672, 2023
132023
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
122021
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
112021
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
102021
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
6*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 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
42023
Deep intrinsically motivated exploration in continuous control
B Saglam, SS Kozat
Machine Learning 112 (12), 4959-4993, 2023
22023
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
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
2022
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