Robustness and adaptability of reinforcement learning-based cooperative autonomous driving in mixed-autonomy traffic

R Valiente, B Toghi, R Pedarsani… - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
… Our main contributions are: • We begin by formulating the mixed-autonomy traffic as a
stochastic game and introduce a general decentralized framework for training cooperative AV, that …

Cooperative formation of autonomous vehicles in mixed traffic flow: Beyond platooning

K Li, J Wang, Y Zheng - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
mixed traffic flow [23], [25], [26], with a notable exception in [24], where the case of multiple
AVs is considered but the cooperative … , the cooperative formation of AVs in mixed traffic flow, …

Collaborative planning for mixed-autonomy lane merging

S Bansal, A Cosgun, A Nakhaei… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
… Abstract—Driving is a social activity: drivers often indicate their intent to change lanes …
mixedautonomy traffic where a Human-driven Vehicle (HV) and an Autonomous Vehicle (AV) drive

Distributed cooperative MPC for autonomous driving in different traffic scenarios

F Mohseni, E Frisk, L Nielsen - … on Intelligent Vehicles, 2020 - ieeexplore.ieee.org
… Thus, it is attractive to produce a distributed scheme of MPC that enables autonomy of the
individual vehicles and … Vahidi, “Mixed-integer linear programming for optimal scheduling of …

Cooperative Driving of Connected Autonomous Vehicles in Heterogeneous Mixed Traffic: A Game Theoretic Approach

S Fang, P Hang, C Wei, Y Xing… - … on Intelligent Vehicles, 2024 - ieeexplore.ieee.org
… The emergence of Connected Autonomous Vehicles (CAVs) results in a mixed traffic
of driving heterogeneity, better human-machine interaction and cooperation can be realized …

Cooperative adaptive cruise control in a mixed-autonomy traffic system: A hybrid stochastic predictive approach incorporating lane change

S Mosharafian, JM Velni - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
… for connected and automated vehicles (CAVs) in a mixed-autonomy traffic environment, …
of humandriven vehicles (HVs). The proposed fully-automated cooperative adaptive cruise …

Cooperative autonomous driving for traffic congestion avoidance through vehicle-to-vehicle communications

N Wang, X Wang, P Palacharla… - 2017 IEEE Vehicular …, 2017 - ieeexplore.ieee.org
Vehicles with more advanced autonomy may help reduce … In Section III, we propose a
cooperative autonomous driving … The mix ratio among these 4 types of vehicles is 1:1:1:1. The …

Safety-critical and flexible cooperative on-ramp merging control of connected and automated vehicles in mixed traffic

H Liu, W Zhuang, G Yin, Z Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
cooperative on-ramp merging control strategy for CAVs to optimize flexible trajectories
with safety guarantees in mixed traffic… on autonomous vehicle control in the era of mixed-autonomy

Cooperative decision-making of multiple autonomous vehicles in a connected mixed traffic environment: A coalition game-based model

M Fu, S Li, M Guo, Z Yang, Y Sun, C Qiu… - … research part C …, 2023 - Elsevier
… of connected manual vehicles (… cooperative decision-making in a connected mixed traffic
environment. First, the model integrates the perceived risk field theory, quantifying the driving

A cooperative control strategy of connected and autonomous vehicles in ramp merging areas with mixed-autonomy traffic

J Yan, M Xiong, L Zhang - 2021 IEEE Conference on …, 2021 - ieeexplore.ieee.org
automated traffic flow. And the works on cooperative control of CAVs in mixedautonomy traffic
… to facilitate the cooperative decisionmaking for mixed-autonomy traffic in freeway merging …