77 citations · 206 across the 18 of their papers we have counts for
Showing cs.MAShow all
3 papers · 1 filter
cs.MA2021★ 1 cited
Act to Reason: A Dynamic Game Theoretical Model of Driving
Cevahir Köprülü, Yıldıray Yıldız
The focus of this paper is to propose a driver model that incorporates human reasoning levels as actions during interactions with other drivers. Different from earlier work using g…
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,…