Work

Traffic-R1: Reinforced LLMs Bring Human-Like Reasoning to Traffic Signal Control Systems

Year: 2026

Type: conference-paper

Abstract: Xingchen Zou, Yuhao Yang, Zheng Chen, Xixuan Hao, Yiqi Chen, Chao Huang, Yuxuan Liang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.995

Authors: Xingchen Zou, Yuhao Yang, Zheng Chen, Xixuan Hao, Yiqi Chen, Chao Huang, Yuxuan Liang

Institutions: PCI Biotech (Norway), The Hong Kong University of Science and Technology (Guangzhou), University of Hong Kong

Language: English

Topic: Traffic control and management

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Sustainable cities and communities

Open Access status: hybrid

Funders: National Natural Science Foundation of China, Guangzhou Municipal Science and Technology Project, Basic and Applied Basic Research Foundation of Guangdong Province

Awards: G2980890007, G537185493, G7162037129, G8238644607, G8344050396

OpenAlex ID: W4417102697

FWCI: 109.2

Cites:

Cited by: 6

Related to: 10