Social interactions for autonomous driving: A review and perspectives

W Wang, L Wang, C Zhang, C Liu… - Foundations and Trends …, 2022 - nowpublishers.com
No human drives a car in a vacuum; she/he must negotiate with other road users to achieve
their goals in social traffic scenes. A rational human driver can interact with other road users …

Interaction-aware trajectory prediction and planning for autonomous vehicles in forced merge scenarios

K Liu, N Li, HE Tseng, I Kolmanovsky… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Merging is, in general, a challenging task for both human drivers and autonomous vehicles,
especially in dense traffic, because the merging vehicle typically needs to interact with other …

Hierarchical and game-theoretic decision-making for connected and automated vehicles in overtaking scenarios

K Ji, N Li, M Orsag, K Han - Transportation research part C: emerging …, 2023 - Elsevier
This paper presents a hierarchical and game-theoretic decision-making strategy for
connected and automated vehicles (CAVs). A CAV can receive preview information using …

Connected and automated vehicles in mixed-traffic: Learning human driver behavior for effective on-ramp merging

N Venkatesh, VA Le, A Dave… - 2023 62nd IEEE …, 2023 - ieeexplore.ieee.org
Highway merging scenarios featuring mixed traffic conditions pose significant modeling and
control challenges for connected and automated vehicles (CAVs) interacting with incoming …

Interaction-Aware Decision-Making for Autonomous Vehicles in Forced Merging Scenario Leveraging Social Psychology Factors

X Li, K Liu, HE Tseng, A Girard… - arXiv preprint arXiv …, 2023 - arxiv.org
Understanding the intention of vehicles in the surrounding traffic is crucial for an
autonomous vehicle to successfully accomplish its driving tasks in complex traffic scenarios …

Safe Merging in Mixed Traffic with Confidence

H Bang, A Dave, AA Malikopoulos - arXiv preprint arXiv:2403.05742, 2024 - arxiv.org
In this letter, we present an approach for learning human driving behavior, without relying on
specific model structures or prior distributions, in a mixed-traffic environment where …

Cooperative Ramp Merging Strategy at Multi-Lane Area for Automated Vehicles

R Chen, Z Yang - IEEE Transactions on Vehicular Technology, 2024 - ieeexplore.ieee.org
Traffic congestion is a serious social problem, while the multi-lane merging is a common and
typical road structure that easily causes traffic congestion. The advent of connected and …

Simulation based methodology for assessing forced merging strategies for autonomous vehicles

CW Kong, K Liu, HE Tseng… - 2023 American …, 2023 - ieeexplore.ieee.org
A simulation environment for assessing the forced merging strategies for autonomous
vehicles (AV) is described. Such forced merging strategies need to explicitly account for …

[HTML][HTML] 基于博弈论的多车智能驾驶交互决策综述

衣鹏, 潘越, 王文远, 刘政钦, 洪奕光 - 2023 - kzyjc.alljournals.cn
智能驾驶是交通和汽车领域未来发展的重要方向, 决策规划作为智能驾驶系统中的关键模块,
一直是其重点研究领域之一. 当前的研究热点正在从单车智能驾驶决策向混行交通场景下的多车 …

Leveraging Autonomous Vehicles to Tally Cooperative Driving Behavior

HM Abdelghaffar, M Chaqfeh, N Fejzic… - IEEE …, 2022 - ieeexplore.ieee.org
The number of Autonomous Vehicles (AVs) coexisting with conventional human-driven
vehicles is expected to increase significantly in the coming years. This coexistence will last …