Research advances and challenges of autonomous and connected ground vehicles

A Eskandarian, C Wu, C Sun - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Autonomous vehicle (AV) technology can provide a safe and convenient transportation
solution for the public, but the complex and various environments in the real world make it …

Verification and validation methods for decision-making and planning of automated vehicles: A review

Y Ma, C Sun, J Chen, D Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Verification and validation (V&V) hold a significant position in the research and development
of automated vehicles (AVs). Current literature indicates that different V&V techniques have …

Advanced planning for autonomous vehicles using reinforcement learning and deep inverse reinforcement learning

C You, J Lu, D Filev, P Tsiotras - Robotics and Autonomous Systems, 2019 - Elsevier
Autonomous vehicles promise to improve traffic safety while, at the same time, increase fuel
efficiency and reduce congestion. They represent the main trend in future intelligent …

Game theoretic modeling of driver and vehicle interactions for verification and validation of autonomous vehicle control systems

N Li, DW Oyler, M Zhang, Y Yildiz… - … on control systems …, 2017 - ieeexplore.ieee.org
Autonomous driving has been the subject of incre-ased interest in recent years both in
industry and in academia. Serious efforts are being pursued to address legal, technical, and …

A human-like model to understand surrounding vehicles' lane changing intentions for autonomous driving

Y **a, Z Qu, Z Sun, Z Li - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
Autonomous vehicles have to share the road with human-driven ones for a prolonged period
in the near future. Thus, they should have the ability to understand the lane changing …

Game-theoretic modeling of multi-vehicle interactions at uncontrolled intersections

N Li, Y Yao, I Kolmanovsky, E Atkins… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Motivated by the need for simulation tools for testing, verification and validation of
autonomous driving systems that operate in traffic consisting of both autonomous and …

Autonomous vehicular overtaking maneuver: A survey and taxonomy

SS Lodhi, N Kumar, PK Pandey - Vehicular Communications, 2023 - Elsevier
Autonomous vehicles (AVs) are the next-generation driver-less vehicular entities with
advanced technologies. Overtaking is an important and challenging maneuver that needs to …

Game theoretic modeling of vehicle interactions at unsignalized intersections and application to autonomous vehicle control

N Li, I Kolmanovsky, A Girard… - 2018 Annual American …, 2018 - ieeexplore.ieee.org
In this paper, we discuss a game theoretic approach to model the time-extended, multi-step,
and interactive decision making of vehicles at unsignalized intersections. The vehicle …

Learning interaction-aware trajectory predictions for decentralized multi-robot motion planning in dynamic environments

H Zhu, FM Claramunt, B Brito… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
This letter presents a data-driven decentralized trajectory optimization approach for multi-
robot motion planning in dynamic environments. When navigating in a shared space, each …

Modeling cyber-physical human systems via an interplay between reinforcement learning and game theory

BM Albaba, Y Yildiz - Annual Reviews in Control, 2019 - Elsevier
Predicting the outcomes of cyber-physical systems with multiple human interactions is a
challenging problem. This article reviews a game theoretical approach to address this issue …