Dogan Can Çiçek

According to our database, Dogan Can Çiçek authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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., April, 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

Actor Prioritized Experience Replay (Abstract Reprint).

Baturay Saglam, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman S. Kozat

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Actor Prioritized Experience Replay.

Baturay Saglam, Furkan B. Mutlu, Dogan Can Çiçek, Suleyman S. Kozat

J. Artif. Intell. Res., 2023

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

Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms.

Baturay Saglam, Dogan Can Çiçek, Furkan B. Mutlu, Suleyman S. Kozat

CoRR, 2022

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

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

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 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

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

AWD3: Dynamic Reduction of the Estimation Bias.

Dogan Can Çiçek, Enes Duran, Baturay Saglam, Kagan Kaya, Furkan B. Mutlu, Suleyman S. Kozat

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021