Dogan C. Cicek

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Policy Gradient

Reinforcement Learning

Estimation Error

Fully Observable

Top Venues

J. Artif. Intell. Res.

Neural Process. Lett.

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, Furkan B. Mutlu, Dogan C. Cicek, Suleyman S. Kozat
Actor Prioritized Experience Replay. J. Artif. Intell. Res. 78 (2023)
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, Dogan C. Cicek, Furkan B. Mutlu, Suleyman S. Kozat
Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms. CoRR (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)