A review of game theory models of lane changing

A Ji, D Levinson - Transportmetrica A: transport science, 2020 - Taylor & Francis
Driver lane-changing behaviors have a significant impact on the safety and the capacity of
the vehicle-based traffic system. Therefore, modeling lane-changing maneuvers has …

Bicycles in urban areas: Review of existing methods for modeling behavior

H Twaddle, T Schendzielorz… - Transportation research …, 2014 - journals.sagepub.com
As the number of bicyclists in urban areas continues to increase, the need to realistically
model the movement and interactions of bicyclists is rapidly gaining importance in the …

Influences of the driver's bounded rationality on micro driving behavior, fuel consumption and emissions

TQ Tang, HJ Huang, HY Shang - Transportation Research Part D: Transport …, 2015 - Elsevier
In this paper, we propose an extended car-following model to study the influences of the
driver's bounded rationality on his/her micro driving behavior, and the fuel consumption, CO …

Modelling shared space users via rule-based social force model

B Anvari, MGH Bell, A Sivakumar… - … Research Part C …, 2015 - Elsevier
The promotion of space sharing in order to raise the quality of community living and safety of
street surroundings is increasingly accepted feature of modern urban design. In this context …

A modified social force model for studying nonlinear dynamics of pedestrian-e-bike mixed flow at a signalized crosswalk

L Fu, Y Zhang, H Qin, Q Shi, Q Chen, Y Chen… - Chaos, Solitons & …, 2023 - Elsevier
Mixed-traffic crosswalks with disordered e-bikes are one of the most common conflict zones
in urban traffic. The frequent interactions between pedestrians and e-bikes may result in a …

LSTM based trajectory prediction model for cyclist utilizing multiple interactions with environment

Z Huang, J Wang, L Pi, X Song, L Yang - Pattern Recognition, 2021 - Elsevier
The cyclist trajectory prediction is critical for the local path planning of autonomous vehicles.
Based on the assumption that cyclist's movement is limited by its dynamics and subjected to …

Modeling pedestrian-cyclist interactions in shared space using inverse reinforcement learning

R Alsaleh, T Sayed - Transportation research part F: traffic psychology and …, 2020 - Elsevier
The objective of this study is to model the microscopic behaviour of mixed traffic (cyclist-
pedestrian) interactions in non-motorized shared spaces. Video data were collected at two …

A game theoretic model predictive controller with aggressiveness estimation for mandatory lane change

Q Zhang, R Langari, HE Tseng, D Filev… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
In this article, we develop a game theoretic model predictive controller (GTMPC) with
aggressiveness estimation to deal with the mandatory lane change (MLC) problem in …

Can we all coexist? An empirical analysis of drivers' and pedestrians' behavior in four different shared space road environments

PG Tzouras, M Batista, K Kepaptsoglou, EI Vlahogianni… - Cities, 2023 - Elsevier
Shared space assumes that the elimination of physical segregation and traffic control
measures forces road users to become more alert, move at lower speeds, and rely on the …

A multi-layer social force approach to model interactions in shared spaces using collision prediction

N Rinke, C Schiermeyer, F Pascucci… - Transportation research …, 2017 - Elsevier
In shared space environments the movements of road users is not regulated by traffic rules,
but is the result of spontaneous interaction between traffic users, who negotiate the priority …