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 …

A multi-vehicle game-theoretic framework for decision making and planning of autonomous vehicles in mixed traffic

Y Yan, L Peng, T Shen, J Wang, D Pi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
To improve the safety, comfort, and efficiency of the intelligent transportation system,
particularly in complex traffic environments where autonomous vehicles (AVs) and human …

An integrated framework of decision making and motion planning for autonomous vehicles considering social behaviors

P Hang, C Lv, C Huang, J Cai, Z Hu… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
This paper presents a novel integrated approach to deal with the decision making and
motion planning for lane-change maneuvers of autonomous vehicle (AV) considering social …

Driving conflict resolution of autonomous vehicles at unsignalized intersections: A differential game approach

P Hang, C Huang, Z Hu, C Lv - IEEE/ASME Transactions on …, 2022 - ieeexplore.ieee.org
Considering personalized driving preferences, a new decision-making framework is
developed using a differential game approach to resolve the driving conflicts of autonomous …

Human-like decision-making of autonomous vehicles in dynamic traffic scenarios

T Zhang, J Zhan, J Shi, J Xin… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
With the maturation of autonomous driving technology, the use of autonomous vehicles in a
socially acceptable manner has become a growing demand of the public. Human-like …

Game-theoretic lane-changing decision making and payoff learning for autonomous vehicles

VG Lopez, FL Lewis, M Liu, Y Wan… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In this paper, the problem of decision making for autonomous vehicles changing lanes is
addressed by formulating multiple games in normal form for pairs of agents. This formulation …

Interaction-Aware Decision-Making for Autonomous Vehicles

Y Chen, S Li, X Tang, K Yang, D Cao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Complex, dynamic, and interactive environment brings huge challenges to autonomous
driving technologies. Because of the strong interactions between different traffic participants …

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
Autonomous vehicles are expected to display human-like behavior, at least to the extent that
their decisions can be intuitively understood by other road users. If this is not the case, the …

Decision-making and planning method for autonomous vehicles based on motivation and risk assessment

Y Wang, C Wang, W Zhao, C Xu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In order to improve the real-time and computational efficiency of autonomous vehicles'
decision-making process, this paper draws on the decision-making behavior of human …

Intention‐Aware Autonomous Driving Decision‐Making in an Uncontrolled Intersection

W Song, G Xiong, H Chen - Mathematical Problems in …, 2016 - Wiley Online Library
Autonomous vehicles need to perform social accepted behaviors in complex urban
scenarios including human‐driven vehicles with uncertain intentions. This leads to many …