[HTML][HTML] Decision making framework for autonomous vehicles driving behavior in complex scenarios via hierarchical state machine

X Wang, X Qi, P Wang, J Yang - Autonomous Intelligent Systems, 2021 - Springer
With the development of autonomous car, a vehicle is capable to sense its environment
more precisely. That allows improved drving behavior decision strategy to be used for more …

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 …

Decision-making technology for autonomous vehicles: Learning-based methods, applications and future outlook

Q Liu, X Li, S Yuan, Z Li - 2021 IEEE International Intelligent …, 2021 - ieeexplore.ieee.org
Autonomous vehicles have a great potential in the application of both civil and military fields,
and have become the focus of research with the rapid development of science and …

Decision-making method of autonomous vehicles in urban environments considering traffic laws

X Lu, H Zhao, B Gao, W Chen… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
In order to improve the efficiency and safety of autonomous vehicles' decision-making
process in complex urban scenarios, a decision-making method for hierarchical processing …

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 …

An integrated decision-making framework for highway autonomous driving using combined learning and rule-based algorithm

C Xu, W Zhao, J Liu, C Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In order to solve the manual labelling, long-tail effect and driving conservatism of the existing
decision-making algorithm. This paper proposed an integrated decision-making framework …

Research on driving behavior decision making system of autonomous driving vehicle based on benefit evaluation model

P Wang, S Gao, L Li, S Cheng… - Archives of …, 2020 - aot.publisherspanel.com
Autonomous driving vehicle could increase driving efficiency, reduce traffic congestion and
improve driving safety, it is considered as the solution of current traffic problems. Decision …

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 …

Adaptive analytic hierarchy process-based decision making to enhance vehicle autonomy

C Kim, R Langari - IEEE transactions on vehicular technology, 2012 - ieeexplore.ieee.org
In this paper, an autonomous vehicle function management methodology is studied. At the
decision-making level, the proposed system chooses the optimal function [adaptive cruise …

Decision‐Making and Planning Methods for Autonomous Vehicles Based on Multistate Estimations and Game Theory

Q Yuan, F Yan, Z Yin, L Chen, J Hu… - Advanced Intelligent …, 2023 - Wiley Online Library
A core issue inherent to decision‐making and path‐planning tasks is managing the
uncertainties in the motion of dynamic obstacles. Therefore, this article proposes a new …