Safa Onur Sahin

According to our database, Safa Onur Sahin authored at least 10 papers between 2018 and 2023.

Collaborative distances:

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

2023

Reinforcement Learning Based Self-play and State Stacking Techniques for Noisy Air Combat Environment.

Ahmet Semih Tasbas, Safa Onur Sahin, Nazim Kemal Ure

CoRR, 2023

Autonomous Air Combat with Reinforcement Learning under Different Noise Conditions.

Ahmet Semih Tasbas, Sanberk Serbest, Safa Onur Sahin, Nazim Kemal Üre

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

Improving Experience Replay Architecture with K-Means Clustering.

Sanberk Serbest, Ahmet Semih Tasbas, Safa Onur Sahin

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

2022

The Performance Comparison of Different Training Strategies for Reinforcement Learning on DeepRTS.

Safa Onur Sahin, Veysel Yücesoy

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

2021

Reinforcement Learning Algorithms Performance Comparison on the Game of DeepRTS.

Safa Onur Sahin, Veysel Yücesoy

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

A Tree Architecture of LSTM Networks for Sequential Regression with Missing Data.

Safa Onur Sahin, Suleyman Serdar Kozat

CoRR, 2020

A Generalized Circle Agent Based on the Deep Reinforcement Learning for the Game of Geometry Friends.

Safa Onur Sahin, Veysel Yücesoy

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Nonuniformly Sampled Data Processing Using LSTM Networks.

Safa Onur Sahin, Suleyman Serdar Kozat

IEEE Trans. Neural Networks Learn. Syst., 2019

Sequential Regression with Missing Data Using LSTM Networks.

Safa Onur Sahin

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018

Recurrent neural networks based online learning algorithms for distributed systems.

Tolga Ergen, Safa Onur Sahin, Suleyman Serdar Kozat

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018