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Jirong Yang

University of Michigan at Ann Arbor

SCHOLARLY PAPERS

2

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119

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Scholarly Papers (2)

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1.

Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework

Number of pages: 39 Posted: 06 May 2025
Tianming Liu, Jirong Yang and Yafeng Yin
University of Michigan at Ann Arbor - Department of Civil and Environmental Engineering, University of Michigan at Ann Arbor and University of Michigan, Ann Arbor
Downloads 64 (924,743)

Abstract:

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Transportation system modeling, travel behavior, travel demand modeling, agentbased simulation, large language model, transportation planning

2.

Aligning LLM agents with human learning and adjustment behavior: a dual agent approach

Number of pages: 34 Posted: 01 Nov 2025
Tianming Liu, Jirong Yang, Yafeng Yin, Manzi Li, Linghao Wang and Zheng Zhu
University of Michigan at Ann Arbor - Department of Civil and Environmental Engineering, University of Michigan at Ann Arbor, University of Michigan, Ann Arbor, affiliation not provided to SSRN, Zhejiang University and Zhejiang University
Downloads 55 (1,020,567)

Abstract:

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Travel demand modeling, Large language model agent, Day-to-day behavior, Automatic calibration, Agent-based simulation