SOTAVerified

Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 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
Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention FrequenciesCode1
X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement LearnerCode1
Open-TI: Open Traffic Intelligence with Augmented Language ModelCode1
DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared KnowledgeCode1
Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL ApproachCode1
UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal ControlCode1
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt LearningCode1
Uncertainty-aware Grounded Action Transformation towards Sim-to-Real Transfer for Traffic Signal ControlCode1
DataLight: Offline Data-Driven Traffic Signal ControlCode1
Learning to Control and Coordinate Mixed Traffic Through Robot Vehicles at Complex and Unsignalized IntersectionsCode1
LibSignal: An Open Library for Traffic Signal ControlCode1
ADLight: A Universal Approach of Traffic Signal Control with Augmented Data Using Reinforcement LearningCode1
Model-based graph reinforcement learning for inductive traffic signal controlCode1
Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication MethodCode1
Testing Stationarity and Change Point Detection in Reinforcement LearningCode1
Leveraging Queue Length and Attention Mechanisms for Enhanced Traffic Signal Control OptimizationCode1
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal controlCode1
Efficient Pressure: Improving efficiency for signalized intersectionsCode1
Deep Reinforcement Q-Learning for Intelligent Traffic Signal Control with Partial DetectionCode1
Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control ProblemCode1
Towards Real-World Deployment of Reinforcement Learning for Traffic Signal ControlCode1
MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal ControlCode1
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal ControlCode1
Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal ControlCode1
CoLight: Learning Network-level Cooperation for Traffic Signal ControlCode1
HiLight: A Hierarchical Reinforcement Learning Framework with Global Adversarial Guidance for Large-Scale Traffic Signal Control—0
Robustness of Reinforcement Learning-Based Traffic Signal Control under Incidents: A Comparative Study—0
VLMLight: Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning—0
CV-MP: Max-Pressure Control in Heterogeneously Distributed and Partially Connected Vehicle Environments—0
Dynamic Location Search for Identifying Maximum Weighted Independent Sets in Complex Networks—0
Federated Hierarchical Reinforcement Learning for Adaptive Traffic Signal Control—0
Safe and Efficient Coexistence of Autonomous Vehicles with Human-Driven Traffic at Signalized Intersections—0
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal ControlCode0
Domain Adaptation Framework for Turning Movement Count Estimation with Limited Data—0
A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal ControlCode0
Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control—0
Adaptive model predictive control for traffic signal timing with unknown demand and parameters—0
Large-scale Regional Traffic Signal Control Based on Single-Agent Reinforcement Learning—0
Enhancing Traffic Signal Control through Model-based Reinforcement Learning and Policy Reuse—0
Using a single actor to output personalized policy for different intersections—0
Show:102550
← PrevPage 1 of 5Next →

No leaderboard results yet.