Adaptive decision-making for automated vehicles under roundabout scenarios using optimization embedded reinforcement learning

Y Zhang, B Gao, L Guo, H Guo… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… In this article, adaptive decision-making is achieved by the … scenario, roundabout. The
modified method matches human drivers’ behavior and realizes adaptive decision-making, as well …

Decision making of connected automated vehicles at an unsignalized roundabout considering personalized driving behaviours

P Hang, C Huang, Z Hu, Y Xing… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… transportation system, particularly in complex urban scenarios, in this paper a game
theoretic decision-making framework is designed for connected automated vehicles (CAVs) at …

Adaptive learning based on guided exploration for decision making at roundabouts

F Gritschneder, P Hatzelmann, M Thom… - 2016 IEEE Intelligent …, 2016 - ieeexplore.ieee.org
roundabout. Up to now, only one other vehicle within the vicinity of a roundabout is considered…
The advantage of our approach is the potential for adaption to other traffic scenarios. The …

Comprehensive safety evaluation of highly automated vehicles at the roundabout scenario

X Wang, S Zhang, H Peng - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
roundabout entering, a different interactive scenario. 2) We developed a two-phase game-theoretic
decisionmaking … In this research, we focus on a roundabout scenario with two POVs …

[PDF][PDF] Autonomous vehicle-to-vehicle (V2V) decision making in roundabout using game theory

L Banjanovic-Mehmedovic, E Halilovic… - … journal of advanced …, 2016 - researchgate.net
… In real life traffic scenarios, additional factors may shape the cooperate model … decision
making model with multiple vehicles inside roundabout, so different congestion scenarios can be …

Camera based decision making at roundabouts for autonomous vehicles

W Wang, Q Meng, PWH Chung - 2018 15th International …, 2018 - ieeexplore.ieee.org
… 8 shows three scenarios at the roundabout, scenario 1: when X of BM.BB is increasing, Y
of BM.BB is essentially unchanged; the approaching car moves from left to right (Fig. …

A game-theoretic approach to decision making for multiple vehicles at roundabout

S Pruekprasert, J Dubut, X Zhang, C Huang… - arXiv preprint arXiv …, 2019 - arxiv.org
… First, in Section 5.1, we introduce the configuration setting, including the roundabout
scenarios and the parameters of the involved vehicles. Then, in Section 5.2, we present the …

Simulation-Based Analysis of “What-If” Scenarios with Connected and Automated Vehicles Navigating Roundabouts

ML Tumminello, E Macioszek, A Granà, T Giuffrè - Sensors, 2022 - mdpi.com
roundabouts may make the decision making by vehicles instead of human drivers even
more challenging than at stop-controlled or signalised intersections [9,10,11]. There is still the …

Autonomous vehicle decision-making and control in complex and unconventional scenarios—a review

F Sana, NL Azad, K Raahemifar - Machines, 2023 - mdpi.com
… can navigate through complex and unconventional scenarios. It has been observed that …
intersections, crosswalks, roundabouts, and near-accident scenarios. This review paper …

Predicting agent behaviour and state for applications in a roundabout-scenario autonomous driving

N Muhammad, B Åstrand - Sensors, 2019 - mdpi.com
… a roundabout traffic scenario. We present three ways of modelling traffic in a roundabout
based on: (i) the roundabout geometry; (ii) mean path taken by vehicles inside the roundabout; …