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Journal Articles
- 2024
[j4]Baturay Saglam
, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman Serdar Kozat:
Parameter-Free Reduction of the Estimation Bias in Deep Reinforcement Learning for Deterministic Policy Gradients. Neural Process. Lett. 56(2): 80 (2024)- [j3]Selim Firat Yilmaz, Furkan B. Mutlu, Ismail Balaban, Suleyman S. Kozat:
TMD-NER: Turkish multi-domain named entity recognition for informal texts. Signal Image Video Process. 18(3): 2255-2263 (2024) - [j2]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) - 2023
- [j1]Baturay Saglam, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman S. Kozat:
Actor Prioritized Experience Replay. J. Artif. Intell. Res. 78: 639-672 (2023)
Conference and Workshop Papers
- 2024
- [c7]Baturay Saglam, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman S. Kozat:
Actor Prioritized Experience Replay (Abstract Reprint). AAAI 2024: 22710 - 2022
- [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 - 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
Informal and Other Publications
- 2024
- [i8]Arda Sarp Yenicesu, Furkan B. Mutlu, Suleyman S. Kozat, Ozgur S. Oguz:
CUER: Corrected Uniform Experience Replay for Off-Policy Continuous Deep Reinforcement Learning Algorithms. CoRR abs/2406.09030 (2024) - 2022
- [i7]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) - [i6]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) - [i5]Baturay Saglam, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman S. Kozat:
Actor Prioritized Experience Replay. CoRR abs/2209.00532 (2022) - 2021
- [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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