Artificial Intelligence · Computer Science
Empowering Autonomous Driving with Large Language Models: A Safety Perspective
Yixuan Wang, Ruochen Jiao, Sinong Simon Zhan, Chengtian Lang +4
2024-03-25
Systems and Control · Electrical Eng. & Systems
Formal Scenario-Based Testing of Autonomous Vehicles: From Simulation to the Real World
Daniel J. Fremont, Edward Kim, Yash Vardhan Pant, Sanjit A. Seshia +6
2020-07-14
Computer Vision and Pattern Recognition · Computer Science
Evaluation of Large Language Models for Decision Making in Autonomous Driving
Kotaro Tanahashi, Yuichi Inoue, Yu Yamaguchi, Hidetatsu Yaginuma +10
2023-12-12
Software Engineering · Computer Science
A Declarative Metamorphic Testing Framework for Autonomous Driving
Yao Deng, Xi Zheng, Tianyi Zhang, Guannan Lou +3
2022-09-28
Artificial Intelligence · Computer Science
A Survey on Multimodal Large Language Models for Autonomous Driving
Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye +17
2023-11-22
Robotics · Computer Science
When Digital Twins Meet Large Language Models: Realistic, Interactive, and Editable Simulation for Autonomous Driving
Tanmay Vilas Samak, Chinmay Vilas Samak, Bing Li, Venkat Krovi
2026-02-23
Software Engineering · Computer Science
Simulation-based Validation for Autonomous Driving Systems
Changwen Li, Joseph Sifakis, Qiang Wang, Rongjie Yan +1
2023-01-24
Robotics · Computer Science
Evaluation of Large Language Models for Anomaly Detection in Autonomous Vehicles
Petros Loukas, David Bassir, Savvas Chatzichristofis, Angelos Amanatiadis
2025-09-09
Robotics · Computer Science
Probing Multimodal LLMs as World Models for Driving
Shiva Sreeram, Tsun-Hsuan Wang, Alaa Maalouf, Guy Rosman +2
2024-10-29
Robotics · Computer Science
Design of a prototypical platform for autonomous and connected vehicles
Stefano Arrigoni, Simone Mentasti, Federico Cheli, Matteo Matteucci +1
2022-02-15
Robotics · Computer Science
Driving with LLMs: Fusing Object-Level Vector Modality for Explainable Autonomous Driving
Long Chen, Oleg Sinavski, Jan Hünermann, Alice Karnsund +4
2023-10-17
Robotics · Computer Science
Driving Style Alignment for LLM-powered Driver Agent
Ruoxuan Yang, Xinyue Zhang, Anais Fernandez-Laaksonen, Xin Ding +1
2024-03-19
Robotics · Computer Science
Towards Natural Language Communication for Cooperative Autonomous Driving via Self-Play
Jiaxun Cui, Chen Tang, Jarrett Holtz, Janice Nguyen +3
2025-06-02
Logic in Computer Science · Computer Science
Can Large Language Models Autoformalize Kinematics?
Aditi Kabra, Jonathan Laurent, Sagar Bharadwaj, Ruben Martins +2
2025-10-08
Logic in Computer Science · Computer Science
A Rational Agent Controlling an Autonomous Vehicle: Implementation and Formal Verification
Lucas E. R. Fernandes, Vinicius Custodio, Gleifer V. Alves, Michael Fisher
2017-09-11
Artificial Intelligence · Computer Science
Game-Theoretic Modeling of Driver and Vehicle Interactions for Verification and Validation of Autonomous Vehicle Control Systems
Nan Li, Dave Oyler, Mengxuan Zhang, Yildiray Yildiz +2
2016-08-31
Artificial Intelligence · Computer Science
Formal Verification of Autonomous Vehicle Platooning
Maryam Kamali, Louise A. Dennis, Owen McAree, Michael Fisher +1
2016-02-05
Image and Video Processing · Electrical Eng. & Systems
Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin +3
2020-04-22