SOTAVerified|Agents Browse Leaderboard About

Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 51–60 of 201 papers

Title	Date	Tasks	Status	Hype	Score
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control	Mar 26, 2025	Reinforcement Learning (RL)Traffic Signal Control	CodeCode Available	0	5
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal Control	Apr 5, 2023	Deep Reinforcement LearningTraffic Signal Control	CodeCode Available	0	5
Learning Phase Competition for Traffic Signal Control	May 12, 2019	Reinforcement LearningReinforcement Learning (RL)	CodeCode Available	0	5
An Open-Source Framework for Adaptive Traffic Signal Control	Sep 1, 2019	Open-Ended Question AnsweringReinforcement Learning	CodeCode Available	0	5
DynamicLight: Two-Stage Dynamic Traffic Signal Timing	Nov 2, 2022	Q-LearningReinforcement Learning (RL)	CodeCode Available	0	5
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario	May 13, 2019	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	0	5
Reinforcement Learning Approaches for Traffic Signal Control under Missing Data	Apr 21, 2023	reinforcement-learningReinforcement Learning	CodeCode Available	0	5
Feedback-feedforward Signal Control with Exogenous Demand Estimation in Congested Urban Road Networks	Dec 12, 2023	Traffic Signal Control	CodeCode Available	0	5
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback	Jun 13, 2023	Deep Reinforcement LearningReinforcement Learning (RL)	CodeCode Available	0	5
DQN Control Solution for KDD Cup 2021 City Brain Challenge	Aug 14, 2021	Traffic Signal Control	CodeCode Available	0	5

Show:10 25 50

← PrevPage 6 of 21Next →

No leaderboard results yet.