Intention‐aware autonomous driving decision‐making in an uncontrolled intersection

W Song, G Xiong, H Chen - Mathematical Problems in …, 2016 - Wiley Online Library
… -making algorithm for autonomous driving in an uncontrolled intersection in this paper. …
POMDP) framework is built to model the autonomous driving decision-making process. This …

Stochastic model-predictive control with uncertainty estimation for autonomous driving at uncontrolled intersections

Y Jeong - Applied Sciences, 2021 - mdpi.com
… This paper presents an uncontrolled intersection-passing … prediction uncertainty estimation
for autonomous vehicles. The … the autonomous vehicle and high-definition intersection maps. …

Target vehicle motion prediction-based motion planning framework for autonomous driving in uncontrolled intersections

Y Jeong, K Yi - IEEE Transactions on Intelligent Transportation …, 2019 - ieeexplore.ieee.org
… motion prediction for autonomous driving at uncontrolled intersections is developed. The
key feature of the uncontrolled intersections is that the entrances into the intersection from any …

Formalizing traffic rules for uncontrolled intersections

A Karimi, PS Duggirala - 2020 ACM/IEEE 11th International …, 2020 - ieeexplore.ieee.org
… CARLA [7] is an opensource simulator for autonomous driving research. Starting … Autonomous
Driving Challenge [8]. To create a traffic environment, CARLA has a built-in vehicle driver

Uncertainty-aware decision-making for autonomous driving at uncontrolled intersections

X Tang, G Zhong, S Li, K Yang, K Shu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… Problem Formulation The motivation of this work is to address the inherent uncertainties in
some complex driving environments. Therefore, an uncontrolled intersection is constructed in …

Autonomous Driving Control for Passing Unsignalized Intersections Using the Semantic Segmentation Technique

J Tsai, YT Chang, ZY Chen, Z You - Electronics, 2024 - mdpi.com
driving technologies … autonomous driving technologies possess an elevated capacity to
adapt to unpredictable scenarios. The intricacies of navigating through uncontrolled intersections

Modeling of Complex Traffic Interaction Under Uncontrolled Intersection Scenario

J Li, W Deng, Y Wang, J Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
… in China in 2016 resulted from aggressive driving behaviors [7]. Consequently, … scenarios
at uncontrolled intersections is crucial for enhancing the safety of autonomous driving systems […

Self-learned autonomous driving at unsignalized intersections: A hierarchical reinforced learning approach for feasible decision-making

M Al-Sharman, R Dempster, MA Daoud… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
… Given that safety is the most important factor in autonomous driving, we formed a reward
function that prioritizes safety while maintaining a balance between transportation efficiency …

Intention prediction and mixed strategy nash equilibrium-based decision-making framework for autonomous driving in uncontrolled intersection

J Nan, W Deng, B Zheng - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
… tion between vehicles at intersections independently, but … -making for autonomous driving
in intersections, including … -making framework in uncontrolled intersection, as shown in Fig. 1. …

Autonomous driving strategies at intersections: Scenarios, state-of-the-art, and future outlooks

L Wei, Z Li, J Gong, C Gong, J Li - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
autonomous driving strategy at intersections. In addition to summarizing autonomous driving
strategies of the intersectionintersection scenarios are divided, and the characteristics of …