Baturay Saglam

According to our database, Baturay Saglam authored at least 21 papers between 2021 and 2024.

Collaborative distances:

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

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

Compatible Gradient Approximations for Actor-Critic Algorithms.

Baturay Saglam, Dionysis Kalogerias

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

Deep intrinsically motivated exploration in continuous control.

Baturay Saglam, Suleyman S. Kozat

Mach. Learn., December, 2023

Actor Prioritized Experience Replay.

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

J. Artif. Intell. Res., 2023

Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation.

Onat Dalmaz, Baturay Saglam, Gökberk Elmas, Muhammad Mirza, Tolga Çukur

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

User Feedback-based Online Learning for Intent Classification.

Kaan Gönç, Baturay Saglam, Onat Dalmaz, Tolga Çukur, Suleyman Serdar Kozat, Hamdi Dibeklioglu

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-Aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI.

Baturay Saglam, Doga Gürgünoglu, Suleyman S. Kozat

Proceedings of the IEEE International Conference on Communications, 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

Improving the Performance of Batch-Constrained Reinforcement Learning in Continuous Action Domains via Generative Adversarial Networks.

Baturay Saglam, Onat Dalmaz, Kaan Gonc, Suleyman S. Kozat

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

Face Inpainting with Pre-trained Image Transformers.

Kaan Gonc, Baturay Saglam, Suleyman S. Kozat, Hamdi Dibeklioglu

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

Bottleneck Sharing Generative Adversarial Networks for Unified Multi-Contrast MR Image Synthesis.

Onat Dalmaz, Baturay Saglam, Kaan Gönç, Salman Ul Hassan Dar, Tolga Çukur

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