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Baturay Saglam
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2020 – today
- 2024
- [j4]Baturay Saglam
, Furkan B. Mutlu
Parameter-Free Reduction of the Estimation Bias in Deep Reinforcement Learning for Deterministic Policy Gradients. Neural Process. Lett. 56(2): 80 (2024) - [j3]Baturay Saglam, Dogan Can Çiçek, Furkan Burak Mutlu, Suleyman S. Kozat:
Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach. Trans. Mach. Learn. Res. 2024 (2024) - [c13]Baturay Saglam, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman S. Kozat:
Actor Prioritized Experience Replay (Abstract Reprint). AAAI 2024: 22710 - [i10]Baturay Saglam, Dionysis Kalogerias:
Compatible Gradient Approximations for Actor-Critic Algorithms. CoRR abs/2409.01477 (2024) - 2023
- [j2]Baturay Saglam, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman S. Kozat:
Actor Prioritized Experience Replay. J. Artif. Intell. Res. 78: 639-672 (2023) - [j1]Baturay Saglam
Deep intrinsically motivated exploration in continuous control. Mach. Learn. 112(12): 4959-4993 (2023) - [c12]Baturay Saglam, Doga Gürgünoglu, Suleyman S. Kozat:
Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-Aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI. ICC Workshops 2023: 66-72 - [c11]Kaan Gönç
User Feedback-based Online Learning for Intent Classification. ICMI 2023: 613-621 - [c10]Onat Dalmaz
Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation. SIU 2023: 1-5 - 2022
- [c9]Onat Dalmaz, Baturay Saglam, Kaan Gönç, Salman Ul Hassan Dar, Tolga Çukur:
Bottleneck Sharing Generative Adversarial Networks for Unified Multi-Contrast MR Image Synthesis. SIU 2022: 1-4 - [c8]Kaan Gonc, Baturay Saglam, Suleyman S. Kozat, Hamdi Dibeklioglu:
Face Inpainting with Pre-trained Image Transformers. SIU 2022: 1-4 - [c7]Baturay Saglam, Onat Dalmaz, Kaan Gonc, Suleyman S. Kozat:
Improving the Performance of Batch-Constrained Reinforcement Learning in Continuous Action Domains via Generative Adversarial Networks. SIU 2022: 1-4 - [c6]Baturay Saglam, Furkan B. Mutlu, Onat Dalmaz, Suleyman S. Kozat:
Unified Intrinsically Motivated Exploration for Off-Policy Learning in Continuous Action Spaces. SIU 2022: 1-4 - [c5]Baturay Saglam, Furkan B. Mutlu, Kaan Gonc, Onat Dalmaz, Suleyman S. Kozat:
An Intrinsic Motivation Based Artificial Goal Generation in On-Policy Continuous Control. SIU 2022: 1-4 - [c4]Baturay Saglam, Furkan B. Mutlu, Suleyman S. Kozat:
An Optimistic Approach to the Temporal Difference Error in Off-Policy Actor-Critic Algorithms. SSCI 2022: 875-883 - [i9]Baturay Saglam, Dogan Can Çiçek, Furkan B. Mutlu, Suleyman S. Kozat:
Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms. CoRR abs/2207.13453 (2022) - [i8]Baturay Saglam, Dogan Can Çiçek, Furkan B. Mutlu, Suleyman S. Kozat:
Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning. CoRR abs/2208.00755 (2022) - [i7]Baturay Saglam, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman S. Kozat:
Actor Prioritized Experience Replay. CoRR abs/2209.00532 (2022) - [i6]Baturay Saglam, Suleyman S. Kozat:
Deep Intrinsically Motivated Exploration in Continuous Control. CoRR abs/2210.00293 (2022) - [i5]Baturay Saglam, Doga Gürgünoglu, Suleyman S. Kozat:
Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI. CoRR abs/2211.09702 (2022) - 2021
- [c3]Baturay Saglam, Enes Duran, Dogan Can Çiçek, Furkan B. Mutlu, Suleyman S. Kozat:
Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods. ICTAI 2021: 137-144 - [c2]Dogan Can Çiçek, Enes Duran, Baturay Saglam, Kagan Kaya, Furkan B. Mutlu, Suleyman S. Kozat:
AWD3: Dynamic Reduction of the Estimation Bias. ICTAI 2021: 775-779 - [c1]Dogan Can Çiçek, Enes Duran, Baturay Saglam, Furkan B. Mutlu, Suleyman S. Kozat:
Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms via Batch Prioritized Experience Replay. ICTAI 2021: 1255-1262 - [i4]Baturay Saglam, Enes Duran, Dogan Can Çiçek, Furkan B. Mutlu, Suleyman S. Kozat:
Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods. CoRR abs/2109.10736 (2021) - [i3]Baturay Saglam, Enes Duran, Dogan Can Çiçek, Furkan B. Mutlu, Suleyman S. Kozat:
Parameter-Free Deterministic Reduction of the Estimation Bias in Continuous Control. CoRR abs/2109.11788 (2021) - [i2]Dogan Can Çiçek, Enes Duran, Baturay Saglam, Furkan B. Mutlu, Suleyman S. Kozat:
Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms via Batch Prioritized Experience Replay. CoRR abs/2111.01865 (2021) - [i1]Dogan Can Çiçek, Enes Duran, Baturay Saglam, Kagan Kaya, Furkan B. Mutlu, Suleyman S. Kozat:
AWD3: Dynamic Reduction of the Estimation Bias. CoRR abs/2111.06780 (2021)
Coauthor Index
aka: Suleyman S. Kozat
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