Dogan C. Cicek

Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods

Suleyman S. Kozat, Baturay Saglam, Enes Duran, 2021, 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI).

Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms via Batch Prioritized Experience Replay

Suleyman S. Kozat, Baturay Saglam, Enes Duran, 2021, 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI).

AWD3: Dynamic Reduction of the Estimation Bias

Suleyman S. Kozat, Baturay Saglam, Enes Duran, 2021, 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI).

Parameter-Free Deterministic Reduction of the Estimation Bias in Continuous Control pdf

Suleyman S. Kozat, Baturay Saglam, Enes Duran, 2021, ArXiv.

Parameter-Free Reduction of the Estimation Bias in Deep Reinforcement Learning for Continuous Control

Dogan C. Cicek, Furkan B. Mutlu, S. Kozat, 2021, 2109.11788.

Actor Prioritized Experience Replay

Dogan C. Cicek, Furkan B. Mutlu, S. Kozat, 2022, J. Artif. Intell. Res..

Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach

Dogan C. Cicek, Furkan B. Mutlu, S. Kozat, 2022, 2208.00755.

Parameter-free Reduction of the Estimation Bias in Deep Reinforcement Learning for Deterministic Policy Gradients

Dogan C. Cicek, Furkan B. Mutlu, S. Kozat, 2021, 2109.11788.