Research on traffic vehicle behavior prediction method based on game theory and HMM

S Zhang, Y Zhi, R He, J Li - Ieee Access, 2020 - ieeexplore.ieee.org
… The behaviors of vehicles are deeply interactive. In order … behavior of traffic vehicles, based
on the Game theory, this paper designs the behavior prediction framework of traffic vehicles, …

A game theory-based approach for modeling autonomous vehicle behavior in congested, urban lane-changing scenarios

N Smirnov, Y Liu, A Validi, W Morales-Alvarez… - Sensors, 2021 - mdpi.com
… an autonomous vehicle needs to determine the level of cooperation of the vehicles in the
adjacent lane in order to proceed with a lane change. To this end, we present a game theory-…

Modeling lane-changing behavior in a connected environment: A game theory approach

A Talebpour, HS Mahmassani, SH Hamdar - Transportation Research …, 2015 - Elsevier
behaviors (tactical and operational) in a connected vehicle environment, and (2) How to
translate such behaviors into … Addressing the above questions requires proper driver behavioral

Game theory-based framework for modeling human–vehicle interactions on the road

Y Rahmati, A Talebpour, A Mittal… - Transportation …, 2020 - journals.sagepub.com
… development of game theory-based models for multi-agent decision making (12). Holding
the promise of capturing the interactive behavior between players, game theory has already …

Lane‐Changing Behavior Prediction Based on Game Theory and Deep Learning

S Jia, F Hui, C Wei, X Zhao, J Liu - Journal of advanced …, 2021 - Wiley Online Library
… of vehicle lane-changing behavior based on game theorybehavior, we will consider more
detailed vehicle behaviors, conduct trajectory prediction, and determine whether the vehicle is …

Applications of game theory in vehicular networks: A survey

Z Sun, Y Liu, J Wang, G Li, C Anil, K Li… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Game theory (GT), a theoretical framework designed for … analyze individual or group behaviors
of communicating entities in … vehicle start a Bayesian game if a malicious behavior of the …

A review of game theory models of lane changing

A Ji, D Levinson - Transportmetrica A: transport science, 2020 - Taylor & Francis
… They are designed for both human-driven and autonomous vehicles, and we hope they …
game theory application, we need to identify the utility that drivers may gain from their behaviors. …

Generic driving behavior modeling by differential game theory

SP Hoogendoorn, P Bovy - Traffic and Granular Flow'07, 2009 - Springer
… a new generic theory of driving behavior, based on the principle of least effort. In this theory,
… implying that when the vehicles on the target lane have a higher speed than the considered …

Game theory based autonomous vehicles operation

C Kim, R Langari - International Journal of Vehicle Design, 2014 - inderscienceonline.com
… , we propose a game theory based approach to decision making with application to the
operation of autonomous ground vehicles in highway setting. The mixed-motive game theory is …

Agent-based game theory modeling for driverless vehicles at intersections

HA Rakha, IH Zohdy, RK Kamalanathsharma - 2013 - rosap.ntl.bts.gov
… The model explicitly captures the vehicle constraints on driving behavior using a vehicle
dynamics model. In addition, the model uses the driver’s input and the psychological …