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Dense reinforcement learning for safety validation of autonomous vehicles

Nature

Shuo Feng, Haowei Sun, Xintao Yan, Haojie Zhu, Zhengxia Zou, Shengyin Shen, Henry X. Liu

Citations:

253

References:

37

Keywords
Reinforcement learning
Computer science
Bottleneck
Software deployment
Artificial intelligence
Markov decision process
Intelligent transportation system
Deep learning
Machine learning
Markov process
Transport engineering
Engineering
Embedded system
Operating system
Statistics
Mathematics
Sustainable Development Goals (SDG)
Sustainable cities and communities
2023
Article
Institution

University of Michigan, 

University of Michigan Transportation Research Institute, Ann Arbor, MI, USA

Publisher

Nature Portfolio

2-Y Citation Average

16.271

DOI

https://doi.org/10.1038/s41586-023-05732-2

Language

en

Country

United States

Dense reinforcement learning for safety validation of autonomous vehicles

Dense reinforcement learning for safety validation of autonomous vehicles

Nature

Shuo Feng, Haowei Sun, Xintao Yan, Haojie Zhu, Zhengxia Zou, Shengyin Shen, Henry X. Liu

Citations:

253

References:

37

Keywords
Reinforcement learning
Computer science
Bottleneck
Software deployment
Artificial intelligence
Markov decision process
Intelligent transportation system
Deep learning
Machine learning
Markov process
Transport engineering
Engineering
Embedded system
Operating system
Statistics
Mathematics
Sustainable Development Goals (SDG)
Sustainable cities and communities
2023
Article
Institution

University of Michigan, 

University of Michigan Transportation Research Institute, Ann Arbor, MI, USA

Publisher

Nature Portfolio

2-Y Citation Average

16.271

DOI

https://doi.org/10.1038/s41586-023-05732-2

Language

en

Country

United States