2 citations · 2 across the 1 of their papers we have counts for
3 papers
cs.CV2020
SyNet: An Ensemble Network for Object Detection in UAV Images
Berat Mert Albaba, Sedat Ozer
Recent advances in camera equipped drone applications and their widespread use increased the demand on vision based object detection algorithms for aerial images. Object detection…
cs.MA2020
Driver Modeling through Deep Reinforcement Learning and Behavioral Game Theory
Berat Mert Albaba, Yildiray Yildiz
In this paper, a synergistic combination of deep reinforcement learning and hierarchical game theory is proposed as a modeling framework for behavioral predictions of drivers in hi…
cs.MA2019★ 2 cited
Modeling Cyber-Physical Human Systems via an Interplay Between Reinforcement Learning and Game Theory
Mert Albaba, Yildiray Yildiz
Predicting the outcomes of cyber-physical systems with multiple human interactions is a challenging problem. This article reviews a game theoretical approach to address this issue,…