Centralized cooperation for connected and automated vehicles at intersections by proximal policy optimization

Y Guan, Y Ren, SE Li, Q Sun, L Luo… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Connected vehicles will change the modes of future transportation management and
organization, especially at an intersection without traffic light. Centralized coordination …

Hierarchical distributed coordination strategy of connected and automated vehicles at multiple intersections

Z Du, B HomChaudhuri, P Pisu - Journal of Intelligent …, 2018 - Taylor & Francis
In this paper, we present a hierarchical distributed coordination strategy for connected and
automated vehicles (CAVs) that are travelling through multiple unsignalized intersections …

Cooperation of multiple connected vehicles at unsignalized intersections: Distributed observation, optimization, and control

Y Bian, SE Li, W Ren, J Wang, K Li… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Cooperation of connected vehicles is a promising approach for autonomous intersection
control. This article presents a systematic approach to the cooperation of connected vehicles …

DCL-AIM: Decentralized coordination learning of autonomous intersection management for connected and automated vehicles

Y Wu, H Chen, F Zhu - Transportation Research Part C: Emerging …, 2019 - Elsevier
Conventional intersection managements, such as signalized intersections, may not
necessarily be the optimal strategies when it comes to connected and automated vehicles …

Comparison of cooperative driving strategies for CAVs at signal-free intersections

H Xu, CG Cassandras, L Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The properties of cooperative driving strategies for planning and controlling Connected and
Automated Vehicles (CAVs) at intersections range from some that achieve highly efficient …

[HTML][HTML] A consensus-based distributed trajectory control in a signal-free intersection

A Mirheli, M Tajalli, L Hajibabai, A Hajbabaie - Transportation research part …, 2019 - Elsevier
This paper develops a distributed cooperative control logic to determine conflict-free
trajectories for connected and automated vehicles (CAVs) in signal-free intersections. The …

A vehicle-intersection coordination scheme for smooth flows of traffic without using traffic lights

MAS Kamal, J Imura, T Hayakawa… - IEEE Transactions …, 2014 - ieeexplore.ieee.org
This paper presents a coordination scheme of automated vehicles at an intersection without
using any traffic lights. Using a two-way communication network, vehicles approaching the …

A reinforcement learning-based vehicle platoon control strategy for reducing energy consumption in traffic oscillations

M Li, Z Cao, Z Li - IEEE Transactions on Neural Networks and …, 2021 - ieeexplore.ieee.org
The vehicle platoon will be the most dominant driving mode on future roads. To the best of
our knowledge, few reinforcement learning (RL) algorithms have been applied in vehicle …

Development of a signal-head-free intersection control logic in a fully connected and autonomous vehicle environment

A Mirheli, L Hajibabai, A Hajbabaie - Transportation Research Part C …, 2018 - Elsevier
Establishment of effective cooperation between vehicles and transportation infrastructure
improves travel reliability in urban transportation networks. Lack of collaboration, however …

Model predictive coordination of autonomous vehicles crossing intersections

L Makarem, D Gillet - 16th International IEEE Conference on …, 2013 - ieeexplore.ieee.org
This paper presents a decentralized model predictive control approach for the coordination
of autonomous vehicles at intersections. A linear quadratic optimal controller is introduced …