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News/ProcessLight: Process Supervision for Large Language Model Based Traffic Signal Control
arxiv
PublishedSeptember 23, 2026 at 4:00 AM
—neutral

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

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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 d

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