Formulating vehicle aggressiveness towards social cognitive autonomous driving

W Hu, Z Deng, Y Wu, B Zhang, W Li… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Accurately identifying the driving threat could greatly improve the driving safety for
autonomous vehicles in the mixed traffic, where the human-driven and driverless, as well as …

Human-like decision making for autonomous driving with social skills

C Zhao, D Chu, Z Deng, L Lu - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
There may exist long-term mixed traffic that consists of human-driven vehicles (HDV) and
autonomous driving vehicles (ADV). Hence, a formidable challenge arises: the effective …

Enhancing Social Decision-Making of Autonomous Vehicles: A Mixed-Strategy Game Approach With Interaction Orientation Identification

J Liu, X Qi, P Hang, J Sun - IEEE Transactions on Vehicular …, 2024 - ieeexplore.ieee.org
The integration of Autonomous Vehicles (AVs) into existing human-driven traffic systems
poses considerable challenges, especially within environments where human and machine …

Interaction-aware decision-making for automated vehicles using social value orientation

L Crosato, HPH Shum, ESL Ho… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Motion control algorithms in the presence of pedestrians are critical for the development of
safe and reliable Autonomous Vehicles (AVs). Traditional motion control algorithms rely on …

Human-like decision making for autonomous driving: A noncooperative game theoretic approach

P Hang, C Lv, Y Xing, C Huang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Considering that human-driven vehicles and autonomous vehicles (AVs) will coexist on
roads in the future for a long time, how to merge AVs into human drivers' traffic ecology and …

An EEG study of human trust in autonomous vehicles based on graphic theoretical analysis

T Xu, A Dragomir, X Liu, H Yin, F Wan… - Frontiers in …, 2022 - frontiersin.org
With the development of autonomous vehicle technology, human-centered transport
research will likely shift to the interaction between humans and vehicles. This study focuses …

Development and classification of autonomous vehicle's ambiguous driving scenario

T Baby, HŞ Ippoliti, P Wintersberger, Y Zhang… - Accident Analysis & …, 2024 - Elsevier
Human drivers are gradually being replaced by highly automated driving systems, and this
trend is expected to persist. The response of autonomous vehicles to Ambiguous Driving …

Brain-inspired modeling and decision-making for human-like autonomous driving in mixed traffic environment

P Hang, Y Zhang, C Lv - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
In this paper, a human-like driving system is designed for autonomous vehicles (AVs), which
aims to make AVs better integrate into the human transportation systems and mitigate …

Towards socially responsive autonomous vehicles: A reinforcement learning framework with driving priors and coordination awareness

J Liu, D Zhou, P Hang, Y Ni… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The advent of autonomous vehicles (AVs) alongside human-driven vehicles (HVs) has
ushered in an era of mixed traffic flow, presenting a significant challenge: the intricate …

A comparative study of state-of-the-art driving strategies for autonomous vehicles

C Zhao, L Li, X Pei, Z Li, FY Wang, X Wu - Accident Analysis & Prevention, 2021 - Elsevier
The autonomous vehicle is regarded as a promising technology with the potential to
reshape mobility and solve many traffic issues, such as accessibility, efficiency …