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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 1–10 of 201 papers

TitleStatusHype
iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvementCode2
LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban EnvironmentsCode2
LLMLight: Large Language Models as Traffic Signal Control AgentsCode2
A Comparative Study of Algorithms for Intelligent Traffic Signal ControlCode2
Joint Pedestrian and Vehicle Traffic Optimization in Urban Environments using Reinforcement LearningCode1
A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal ControlCode1
CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal ControlCode1
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing DataCode1
PyTSC: A Unified Platform for Multi-Agent Reinforcement Learning in Traffic Signal ControlCode1
A GPU-accelerated Large-scale Simulator for Transportation System Optimization BenchmarkingCode1
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