Generative AI for Interactive Scenario Generation in Autonomous Driving

By: Jiaqi Li, Yuxiang Zhang, Zhitian Li, Hongyu Chen, Wenbo Ou, Yandong Yang, Qi Zheng, Jian Sun, Bo Li

Published: 2026-04-01

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Abstract

This paper focuses on using generative AI techniques to create interactive scenarios for testing and training autonomous driving systems. This approach could significantly improve the development and validation of self-driving cars by generating diverse and realistic driving situations, including rare edge cases, to enhance safety and performance.

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Generative AI for Interactive Scenario Generation in Autonomous Driving | ArXiv Intelligence