Baturay Saglam

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 26

Top Topics

Temporal Difference

Image Generation

Reinforcement Learning

Policy Gradient

Top Venues

Publications

Baturay Saglam, Furkan B. Mutlu, Dogan C. Cicek, Suleyman Serdar Kozat
Parameter-Free Reduction of the Estimation Bias in Deep Reinforcement Learning for Deterministic Policy Gradients. Neural Process. Lett. 56 (2) (2024)
Baturay Saglam, Furkan B. Mutlu, Dogan C. Cicek, Suleyman S. Kozat
Actor Prioritized Experience Replay (Abstract Reprint). AAAI (2024)
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)
Baturay Saglam, Furkan B. Mutlu, Dogan C. Cicek, Suleyman S. Kozat
Actor Prioritized Experience Replay. J. Artif. Intell. Res. 78 (2023)
Kaan Gönç, Baturay Saglam, Onat Dalmaz, Tolga Çukur, Suleyman Serdar Kozat, Hamdi Dibeklioglu
User Feedback-based Online Learning for Intent Classification. ICMI (2023)
Onat Dalmaz, Baturay Saglam, Gökberk Elmas, Muhammad Mirza, Tolga Çukur
Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation. SIU (2023)
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)
Baturay Saglam, Suleyman S. Kozat
Deep intrinsically motivated exploration in continuous control. Mach. Learn. 112 (12) (2023)
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)
Kaan Gonc, Baturay Saglam, Suleyman S. Kozat, Hamdi Dibeklioglu
Face Inpainting with Pre-trained Image Transformers. SIU (2022)
Baturay Saglam, Doga Gurgunoglu, 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 (2022)
Baturay Saglam, Dogan C. Cicek, Furkan B. Mutlu, Suleyman S. Kozat
Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning. CoRR (2022)
Baturay Saglam, Furkan B. Mutlu, Dogan C. Cicek, Suleyman S. Kozat
Actor Prioritized Experience Replay. CoRR (2022)
Baturay Saglam, Furkan B. Mutlu, Onat Dalmaz, Suleyman S. Kozat
Unified Intrinsically Motivated Exploration for Off-Policy Learning in Continuous Action Spaces. SIU (2022)
Baturay Saglam, Furkan B. Mutlu, Suleyman S. Kozat
An Optimistic Approach to the Temporal Difference Error in Off-Policy Actor-Critic Algorithms. SSCI (2022)
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)
Baturay Saglam, Dogan C. Cicek, Furkan B. Mutlu, Suleyman S. Kozat
Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms. CoRR (2022)
Baturay Saglam, Suleyman S. Kozat
Deep Intrinsically Motivated Exploration in Continuous Control. CoRR (2022)
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)
Baturay Saglam, Enes Duran, Dogan C. Cicek, Furkan B. Mutlu, Suleyman S. Kozat
Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods. CoRR (2021)
Dogan C. Cicek, 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)
Dogan C. Cicek, Enes Duran, Baturay Saglam, Kagan Kaya, Furkan B. Mutlu, Suleyman S. Kozat
AWD3: Dynamic Reduction of the Estimation Bias. CoRR (2021)
Baturay Saglam, Enes Duran, Dogan C. Cicek, Furkan B. Mutlu, Suleyman S. Kozat
Parameter-Free Deterministic Reduction of the Estimation Bias in Continuous Control. CoRR (2021)
Baturay Saglam, Enes Duran, Dogan C. Cicek, Furkan B. Mutlu, Suleyman S. Kozat
Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods. ICTAI (2021)
Dogan C. Cicek, Enes Duran, Baturay Saglam, Kagan Kaya, Furkan B. Mutlu, Suleyman S. Kozat
AWD3: Dynamic Reduction of the Estimation Bias. ICTAI (2021)
Dogan C. Cicek, 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 (2021)