A review of vehicle lane change research

C Ma, D Li - Physica A: Statistical Mechanics and its Applications, 2023 - Elsevier
lane changing, of which vehicle lane changing behavior decision is a very important part of
vehicle behavior planning. … vehicles, and it is difficult for driverless cars to understand human …

Robust lane change decision making for autonomous vehicles: An observation adversarial reinforcement learning approach

X He, H Yang, Z Hu, C Lv - … Transactions on Intelligent Vehicles, 2022 - ieeexplore.ieee.org
… for robust lane change decision making of autonomous vehicles. A CORMDP is presented
to model lane change decision making behaviors of autonomous vehicles under policy …

Interaction aware cooperative trajectory planning for lane change maneuvers in dense traffic

C Burger, T Schneider, M Lauer - 2020 IEEE 23rd International …, 2020 - ieeexplore.ieee.org
… Thus, for autonomous cars, the intention of involved vehicles needs to be considered in
their motion planning. This paper proposes a general framework for cooperative interaction …

Maneuver planning and learning: A lane selection approach for highly automated vehicles in highway scenarios

C Menéndez-Romero, F Winkler… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
… -making in autonomous vehicles as a planning problem: we combine a plan within reliably
… During the execution of the lane change, our gap feasibility assessment is still working and if …

Lane-change initiation and planning approach for highly automated driving on freeways

S Arbabi, S Dixit, Z Zheng, D Oxtoby… - 2020 IEEE 92nd …, 2020 - ieeexplore.ieee.org
… making of autonomous vehicles is a challenging task. This paper presents a low-complexity
approach for lane-change initiation and planning to facilitate highly automated driving on …

An integrated architecture for intelligence evaluation of automated vehicles

H Huang, X Zheng, Y Yang, J Liu, W Liu… - Accident Analysis & …, 2020 - Elsevier
… of automated vehicles. Firstly, we establish the evaluation environment for automated
vehicles … The test tasks include the single vehicle decision-making (turning, lane-changing, …

Intention-aware decision making in urban lane change scenario for autonomous driving

W Song, B Su, G Xiong, S Li - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
autonomous/automated vehiclesautonomous driving domain is behavioral decision making.
To generate a high-level motion decision (eg change to the left lane), autonomous vehicles

Courtesy behavior for highly automated vehicles on highway interchanges

C Menéndez-Romero, M Sezer… - … Intelligent Vehicles …, 2018 - ieeexplore.ieee.org
… We presented an approach that provides an automated vehicle with courtesy behaviors.
During conflicting situations we assess different possible scene evolutions. It takes into account …

Decision making of autonomous vehicles in lane change scenarios: Deep reinforcement learning approaches with risk awareness

G Li, Y Yang, S Li, X Qu, N Lyu, SE Li - Transportation research part C …, 2022 - Elsevier
… for autonomous vehicles (AVs). To ensure driving safety, we proposed a lane change
decision strategy with the minimum expected risk for autonomous driving. Firstly, a probabilistic-…

[HTML][HTML] A framework for lane-change maneuvers of connected autonomous vehicles in a mixed-traffic environment

R Du, S Chen, Y Li, M Alinizzi, S Labi - Electronics, 2022 - mdpi.com
… in magnifying the capabilities and benefits of vehicle automation. Through connectivity,
automated vehicles will be able to communicate with other vehicles (V2V) or infrastructures (V2I) […