Furkan B. Mutlu

According to our database, Furkan B. Mutlu authored at least 15 papers between 2021 and 2024.

Collaborative distances:

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

2024

TMD-NER: Turkish multi-domain named entity recognition for informal texts.

Selim Firat Yilmaz, Furkan B. Mutlu, Ismail Balaban, Suleyman S. Kozat

Signal Image Video Process., April, 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

CUER: Corrected Uniform Experience Replay for Off-Policy Continuous Deep Reinforcement Learning Algorithms.

Arda Sarp Yenicesu, Furkan B. Mutlu, Suleyman S. Kozat, Ozgur S. Oguz

CoRR, 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

An Optimistic Approach to the Temporal Difference Error in Off-Policy Actor-Critic Algorithms.

Baturay Saglam, Furkan B. Mutlu, Suleyman S. Kozat

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

An Intrinsic Motivation Based Artificial Goal Generation in On-Policy Continuous Control.

Baturay Saglam, Furkan B. Mutlu, Kaan Gonc, Onat Dalmaz, Suleyman S. Kozat

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Unified Intrinsically Motivated Exploration for Off-Policy Learning in Continuous Action Spaces.

Baturay Saglam, Furkan B. Mutlu, Onat Dalmaz, Suleyman S. Kozat

Proceedings of the 30th Signal Processing and Communications Applications Conference, 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