Safa Onur Sahin

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Reinforcement Learning

Markov Decision Processes

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Sanberk Serbest, Ahmet Semih Tasbas, Safa Onur Sahin
Improving Experience Replay Architecture with K-Means Clustering. SIU (2023)
Ahmet Semih Tasbas, Safa Onur Sahin, Nazim Kemal Ure
Reinforcement Learning Based Self-play and State Stacking Techniques for Noisy Air Combat Environment. CoRR (2023)
Ahmet Semih Tasbas, Sanberk Serbest, Safa Onur Sahin, Nazim Kemal Üre
Autonomous Air Combat with Reinforcement Learning under Different Noise Conditions. SIU (2023)
Safa Onur Sahin, Veysel Yücesoy
The Performance Comparison of Different Training Strategies for Reinforcement Learning on DeepRTS. SIU (2022)
Safa Onur Sahin, Veysel Yücesoy
Reinforcement Learning Algorithms Performance Comparison on the Game of DeepRTS. SIU (2021)
Safa Onur Sahin, Suleyman Serdar Kozat
A Tree Architecture of LSTM Networks for Sequential Regression with Missing Data. CoRR (2020)
Safa Onur Sahin, Veysel Yücesoy
A Generalized Circle Agent Based on the Deep Reinforcement Learning for the Game of Geometry Friends. SIU (2020)
Safa Onur Sahin, Suleyman Serdar Kozat
Nonuniformly Sampled Data Processing Using LSTM Networks. IEEE Trans. Neural Networks Learn. Syst. 30 (5) (2019)
Safa Onur Sahin
Sequential Regression with Missing Data Using LSTM Networks. SIU (2019)
Tolga Ergen, Safa Onur Sahin, Suleyman Serdar Kozat
Recurrent neural networks based online learning algorithms for distributed systems. SIU (2018)