Individualized Driving Intention Prediction With Inverse Reinforcement Learning

Siqi Liu; Xinyang Li; Jiansheng Chen; Chenghao Guo; Jiehui Wu; Qifeng Luo; Huimin Ma

doi:10.1109/tits.2025.3543553

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JOURNAL ARTICLE

Individualized Driving Intention Prediction With Inverse Reinforcement Learning

Siqi Liu Xinyang Li Jiansheng Chen Chenghao Guo Jiehui Wu Qifeng Luo Huimin Ma

Year: 2025 Journal: IEEE Transactions on Intelligent Transportation Systems Vol: 26 (6)Pages: 8125-8139 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tits.2025.3543553

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Keywords:

Reinforcement learning Computer science Artificial intelligence Reinforcement Machine learning Psychology Social psychology

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Topics

Autonomous Vehicle Technology and Safety

Physical Sciences → Engineering → Automotive Engineering

Traffic Prediction and Management Techniques

Physical Sciences → Engineering → Building and Construction

Vehicle emissions and performance

Physical Sciences → Engineering → Automotive Engineering

Individualized Driving Intention Prediction With Inverse Reinforcement Learning

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