BriefGPT.xyz
Dec, 2023
大型语言模型作为交通信号控制代理: 容量和机会
Large Language Models as Traffic Signal Control Agents: Capacity and Opportunity
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Siqi Lai, Zhao Xu, Weijia Zhang, Hao Liu, Hui Xiong
TL;DR
LLMLight通过利用大型语言模型(LLMs)进行交通信号控制任务,实现了人类般的决策过程,确保道路网络的最优效率。
Abstract
traffic signal control
is crucial for optimizing the
efficiency
of road network by regulating traffic light phases. Existing research predominantly focuses on heuristic or reinforcement learning (RL)-based method
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