Is sora a world simulator? a comprehensive survey on general world models and beyond

Z Zhu, X Wang, W Zhao, C Min, N Deng, M Dou… - arxiv preprint arxiv …, 2024 - arxiv.org
General world models represent a crucial pathway toward achieving Artificial General
Intelligence (AGI), serving as the cornerstone for various applications ranging from virtual …

Grid-centric traffic scenario perception for autonomous driving: A comprehensive review

Y Shi, K Jiang, J Li, Z Qian, J Wen… - … on Neural Networks …, 2024 - ieeexplore.ieee.org
The grid-centric perception is a crucial field for mobile robot perception and navigation.
Nonetheless, the grid-centric perception is less prevalent than object-centric perception as …

Vista: A generalizable driving world model with high fidelity and versatile controllability

S Gao, J Yang, L Chen, K Chitta… - Advances in …, 2025 - proceedings.neurips.cc
World models can foresee the outcomes of different actions, which is of paramount
importance for autonomous driving. Nevertheless, existing driving world models still have …

Bench2drive: Towards multi-ability benchmarking of closed-loop end-to-end autonomous driving

X Jia, Z Yang, Q Li, Z Zhang… - Advances in Neural …, 2025 - proceedings.neurips.cc
In an era marked by the rapid scaling of foundation models, autonomous driving
technologies are approaching a transformative threshold where end-to-end autonomous …

Llm4drive: A survey of large language models for autonomous driving

Z Yang, X Jia, H Li, J Yan - arxiv preprint arxiv:2311.01043, 2023 - arxiv.org
Autonomous driving technology, a catalyst for revolutionizing transportation and urban
mobility, has the tend to transition from rule-based systems to data-driven strategies …

World models for autonomous driving: An initial survey

Y Guan, H Liao, Z Li, J Hu, R Yuan, Y Li… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In the rapidly evolving landscape of autonomous driving, the capability to accurately predict
future events and assess their implications is paramount for both safety and efficiency …

ActiveAD: Planning-oriented active learning for end-to-end autonomous driving

H Lu, X Jia, Y **e, W Liao, X Yang, J Yan - arxiv preprint arxiv:2403.02877, 2024 - arxiv.org
End-to-end differentiable learning for autonomous driving (AD) has recently become a
prominent paradigm. One main bottleneck lies in its voracious appetite for high-quality …

Drivingdojo dataset: Advancing interactive and knowledge-enriched driving world model

Y Wang, K Cheng, J He, Q Wang, H Dai… - arxiv preprint arxiv …, 2024 - arxiv.org
Driving world models have gained increasing attention due to their ability to model complex
physical dynamics. However, their superb modeling capability is yet to be fully unleashed …

Exploring the interplay between video generation and world models in autonomous driving: A survey

A Fu, Y Zhou, T Zhou, Y Yang, B Gao, Q Li… - arxiv preprint arxiv …, 2024 - arxiv.org
World models and video generation are pivotal technologies in the domain of autonomous
driving, each playing a critical role in enhancing the robustness and reliability of …

End-to-End Autonomous Driving in CARLA: A Survey

Y Al Ozaibi, MD Hina, A Ramdane-Cherif - IEEE Access, 2024 - ieeexplore.ieee.org
Autonomous Driving (AD) has evolved significantly since its beginnings in the 1980s, with
continuous advancements driven by both industry and academia. Traditional AD systems …