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ProcessLight: Process Supervision for Large Language Model Based Traffic Signal Control

This story is from 2026-09-22. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.22746v1 Announce Type: new Abstract: Large Language Models (LLMs) have recently been introduced into traffic signal control (TSC) as decision agents due to their strengths in human-readable reasoning generation. Yet, existing LLM TSC methods optimize only from final outcomes and fail to…

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  1. 2026-09-22 04:00 · arXiv cs.AI
    ProcessLight: Process Supervision for Large Language Model Based Traffic Signal Control

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