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 …

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 …

Multi-player dynamic game-based automatic lane-changing decision model under mixed autonomous vehicle and human-driven vehicle environment

Y Yu, S Liu, PJ Jin, X Luo… - Transportation research …, 2020 - journals.sagepub.com
The lane-changing decision-making process is challenging but critical to ensure safe and
smooth maneuvers for autonomous vehicles (AVs). Conventional Gipps-type algorithms lack …

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 …

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 …

Decision making for connected automated vehicles at urban intersections considering social and individual benefits

P Hang, C Huang, Z Hu, C Lv - IEEE transactions on intelligent …, 2022 - ieeexplore.ieee.org
To address the coordination issue of connected automated vehicles (CAVs) at urban
scenarios, a game-theoretic decision-making framework is proposed that can advance …

Cooperative decision making of connected automated vehicles at multi-lane merging zone: A coalitional game approach

P Hang, C Lv, C Huang, Y Xing… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
To address the safety and efficiency issues of vehicles at multi-lane merging zones, a
cooperative decision-making framework is designed for connected automated vehicles …

Cooperative autonomous traffic organization method for connected automated vehicles in multi-intersection road networks

Y Wang, P Cai, G Lu - Transportation research part C: emerging …, 2020 - Elsevier
Connected automated vehicles (CAVs) have been currently considered as promising
solutions for realization of envisioned autonomous traffic management systems in the future …

A dynamic lane-changing decision and trajectory planning model of autonomous vehicles under mixed autonomous vehicle and human-driven vehicle environment

Y Yu, X Luo, Q Su, W Peng - Physica A: Statistical Mechanics and its …, 2023 - Elsevier
How to complete a lane changing process considering various variables has always been a
critical issue in the field of autonomous driving. Developing a lane-changing decision model …

A three-level game-theoretic decision-making framework for autonomous vehicles

M Liu, Y Wan, FL Lewis, S Nageshrao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, a three-level decision-making framework is developed to generate safe and
effective decisions for autonomous vehicles (AVs). A key component in this decision …