Genai-powered multi-agent paradigm for smart urban mobility: Opportunities and challenges for integrating large language models (llms) and retrieval-augmented …

H Xu, J Yuan, A Zhou, G Xu, W Li, X Ban… - arxiv preprint arxiv …, 2024 - arxiv.org
Leveraging recent advances in generative AI, multi-agent systems are increasingly being
developed to enhance the functionality and efficiency of smart city applications. This paper …

Connectivity enhanced safe neural network planner for lane changing in mixed traffic

X Liu, R Jiao, B Zheng, D Liang, Q Zhu - arxiv preprint arxiv:2302.02513, 2023 - arxiv.org
Connectivity technology has shown great potentials in improving the safety and efficiency of
transportation systems by providing information beyond the perception and prediction …

Implications of stop-and-go traffic on training learning-based car-following control

A Zhou, S Peeta, H Zhou, J Laval, Z Wang… - … Research Part C …, 2024 - Elsevier
Learning-based car-following control (LCC) of connected and autonomous vehicles (CAVs)
is gaining significant attention with the advancement of computing power and data …

Efficient anticipatory longitudinal control of electric vehicles through machine learning-based prediction of vehicle speeds

T Eichenlaub, P Heckelmann, S Rinderknecht - Vehicles, 2022 - mdpi.com
Driving style and external factors such as traffic density have a significant influence on the
vehicle energy demand especially in city driving. A longitudinal control approach for …

Safe and secure design of connected and autonomous vehicles

X Liu - 2023 - search.proquest.com
Abstract Machine learning-based techniques have shown great promises in perception,
prediction, planning, and general decision-making for improving task performance of …

Potent-decentralized platoon management with heapify for future vehicular networks

A Sharma, D Agrawal, N Roy, S Bhichar… - … Conference on Advanced …, 2022 - Springer
Connected/Autonomous vehicle communication is emerging as a future commuting
paradigm. Vehicle communication platoon management is vital in creating safe and …

[CITATION][C] Lane Changing in Autonomous Vehicles based on Data Sharing

V Goli - 2022 - V. Goli