AWD3: Dynamic Reduction of the Estimation Bias. - Dogan Can Çiçek; Enes Duran; Baturay Saglam; Kagan Kaya; Furkan B. Mutlu; Suleyman S. Kozat (ICTAI, 2021)

Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms via Batch Prioritized Experience Replay. - Dogan Can Çiçek; Enes Duran; Baturay Saglam; Furkan B. Mutlu; Suleyman S. Kozat (ICTAI, 2021)

Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods. - Baturay Saglam; Enes Duran; Dogan Can Çiçek; Furkan B. Mutlu; Suleyman S. Kozat (ICTAI, 2021)

Parameter-Free Deterministic Reduction of the Estimation Bias in Continuous Control. - Baturay Saglam; Enes Duran; Dogan Can Çiçek; Furkan B. Mutlu; Suleyman S. Kozat (CoRR, 2021)

Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms. - Baturay Saglam; Dogan Can Çiçek; Furkan B. Mutlu; Suleyman S. Kozat (CoRR, 2022)

Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning. - Baturay Saglam; Dogan Can Çiçek; Furkan B. Mutlu; Suleyman S. Kozat (CoRR, 2022)

Actor Prioritized Experience Replay. - Baturay Saglam; Furkan B. Mutlu; Dogan Can Çiçek; Suleyman S. Kozat (J. Artif. Intell. Res., 2023)

Actor Prioritized Experience Replay (Abstract Reprint). - Baturay Saglam; Furkan B. Mutlu; Dogan Can Çiçek; Suleyman S. Kozat (AAAI, 2024)

Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach. - Baturay Saglam; Dogan Can Çiçek; Furkan Burak Mutlu; Suleyman S. Kozat (Trans. Mach. Learn. Res., 2024)

Parameter-Free Reduction of the Estimation Bias in Deep Reinforcement Learning for Deterministic Policy Gradients. - Baturay Saglam; Furkan B. Mutlu; Dogan Can Çiçek; Suleyman Serdar Kozat (Neural Process. Lett., 2024)

navTD3: An End-to-End Learning Approach for Indoor Navigation. - Furkan B. Mutlu; Dogan Can Çiçek; Ramazan B. Guler; Suleyman S. Kozat (Signal Image Video Process., 2025)