CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control
Fuente:
arXiv
Saved in:
| Main Authors: | Ruan, Jingqing, Li, Ziyue, Wei, Hua, Jiang, Haoyuan, Lu, Jiaming, Xiong, Xuantang, Mao, Hangyu, Zhao, Rui |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents
by: Jiang, Haoyuan, et al.
Published: (2024)
by: Jiang, Haoyuan, et al.
Published: (2024)
X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner
by: Jiang, Haoyuan, et al.
Published: (2024)
by: Jiang, Haoyuan, et al.
Published: (2024)
Co-Saving: Resource Aware Multi-Agent Collaboration for Software Development
by: Qiu, Rennai, et al.
Published: (2025)
by: Qiu, Rennai, et al.
Published: (2025)
Pathfinders in the Sky: Formal Decision-Making Models for Collaborative Air Traffic Control in Convective Weather
by: Choi, Jimin, et al.
Published: (2025)
by: Choi, Jimin, et al.
Published: (2025)
Combat Urban Congestion via Collaboration: Heterogeneous GNN-based MARL for Coordinated Platooning and Traffic Signal Control
by: Peng, Xianyue, et al.
Published: (2023)
by: Peng, Xianyue, et al.
Published: (2023)
Enhancing Traffic Signal Control through Model-based Reinforcement Learning and Policy Reuse
by: Li, Yihong, et al.
Published: (2025)
by: Li, Yihong, et al.
Published: (2025)
Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control
by: Zhang, Yuli, et al.
Published: (2025)
by: Zhang, Yuli, et al.
Published: (2025)
DHLight: Multi-agent Policy-based Directed Hypergraph Learning for Traffic Signal Control
by: Lei, Zhen, et al.
Published: (2024)
by: Lei, Zhen, et al.
Published: (2024)
Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control
by: Gu, Hankang, et al.
Published: (2025)
by: Gu, Hankang, et al.
Published: (2025)
VissimRL: A Multi-Agent Reinforcement Learning Framework for Traffic Signal Control Based on Vissim
by: Chang, Hsiao-Chuan, et al.
Published: (2026)
by: Chang, Hsiao-Chuan, et al.
Published: (2026)
Multi-agent Reinforcement Traffic Signal Control based on Interpretable Influence Mechanism and Biased ReLU Approximation
by: Luo, Zhiyue, et al.
Published: (2024)
by: Luo, Zhiyue, et al.
Published: (2024)
CoCoL: A Communication Efficient Decentralized Collaborative Method for Multi-Robot Systems
by: Huang, Jiaxi, et al.
Published: (2025)
by: Huang, Jiaxi, et al.
Published: (2025)
Tactical Game-theoretic Decision-making with Homotopy Class Constraints
by: Khayyat, Michael, et al.
Published: (2024)
by: Khayyat, Michael, et al.
Published: (2024)
A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control
by: Satheesh, Anirudh, et al.
Published: (2025)
by: Satheesh, Anirudh, et al.
Published: (2025)
Multi-Agent Collaboration via Evolving Orchestration
by: Dang, Yufan, et al.
Published: (2025)
by: Dang, Yufan, et al.
Published: (2025)
Adaptive Traffic Signal Control based on Multi-Agent Reinforcement Learning. Case Study on a simulated real-world corridor
by: Kwesiga, Dickness Kakitahi, et al.
Published: (2025)
by: Kwesiga, Dickness Kakitahi, et al.
Published: (2025)
Heterogeneous Mixed Traffic Control and Coordination
by: Islam, Iftekharul, et al.
Published: (2024)
by: Islam, Iftekharul, et al.
Published: (2024)
CoTDeceptor:Adversarial Code Obfuscation Against CoT-Enhanced LLM Code Agents
by: Li, Haoyang, et al.
Published: (2025)
by: Li, Haoyang, et al.
Published: (2025)
Collaborative Multi-Robot Non-Prehensile Manipulation via Flow-Matching Co-Generation
by: Shaoul, Yorai, et al.
Published: (2025)
by: Shaoul, Yorai, et al.
Published: (2025)
Multilevel Graph Reinforcement Learning for Consistent Cognitive Decision-making in Heterogeneous Mixed Autonomy
by: Gao, Xin, et al.
Published: (2024)
by: Gao, Xin, et al.
Published: (2024)
Towards Emergency Scenarios: An Integrated Decision-making Framework of Multi-lane Platoon Reorganization
by: Kong, Aijing, et al.
Published: (2025)
by: Kong, Aijing, et al.
Published: (2025)
A Hierarchical Deep Reinforcement Learning Framework for Traffic Signal Control with Predictable Cycle Planning
by: Gu, Hankang, et al.
Published: (2025)
by: Gu, Hankang, et al.
Published: (2025)
A Vehicle-Infrastructure Multi-layer Cooperative Decision-making Framework
by: Cui, Yiming, et al.
Published: (2025)
by: Cui, Yiming, et al.
Published: (2025)
PyTSC: A Unified Platform for Multi-Agent Reinforcement Learning in Traffic Signal Control
by: Bokade, Rohit, et al.
Published: (2024)
by: Bokade, Rohit, et al.
Published: (2024)
Integrating Transit Signal Priority into Multi-Agent Reinforcement Learning based Traffic Signal Control
by: Kwesiga, Dickness Kakitahi, et al.
Published: (2024)
by: Kwesiga, Dickness Kakitahi, et al.
Published: (2024)
Autonomous Traffic Signal Optimization Using Digital Twin and Agentic AI for Real-Time Decision-Making
by: Jan, Salman, et al.
Published: (2026)
by: Jan, Salman, et al.
Published: (2026)
Optimizing Highway Traffic Flow in Mixed Autonomy: A Multiagent Truncated Rollout Approach
by: Liu, Lu, et al.
Published: (2025)
by: Liu, Lu, et al.
Published: (2025)
Towards Multi-agent Reinforcement Learning based Traffic Signal Control through Spatio-temporal Hypergraphs
by: Wang, Kang, et al.
Published: (2024)
by: Wang, Kang, et al.
Published: (2024)
Decision-making with Speculative Opponent Models
by: Sun, Jing, et al.
Published: (2022)
by: Sun, Jing, et al.
Published: (2022)
Multi-Agent Collaboration via Cross-Team Orchestration
by: Du, Zhuoyun, et al.
Published: (2024)
by: Du, Zhuoyun, et al.
Published: (2024)
Controllable Latent Diffusion for Traffic Simulation
by: Xiao, Yizhuo, et al.
Published: (2025)
by: Xiao, Yizhuo, et al.
Published: (2025)
Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration
by: Li, Yilong, et al.
Published: (2025)
by: Li, Yilong, et al.
Published: (2025)
Elevation Aware 2D/3D Co-simulation Framework for Large-scale Traffic Flow and High-fidelity Vehicle Dynamics
by: Raskoti, Chandra, et al.
Published: (2025)
by: Raskoti, Chandra, et al.
Published: (2025)
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control
by: Lee, Sunbowen, et al.
Published: (2024)
by: Lee, Sunbowen, et al.
Published: (2024)
Distributed Traffic Signal Control via Coordinated Maximum Pressure-plus-Penalty
by: Tütsch, Vinzenz, et al.
Published: (2024)
by: Tütsch, Vinzenz, et al.
Published: (2024)
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction
by: Jiang, Wenzhao, et al.
Published: (2024)
by: Jiang, Wenzhao, et al.
Published: (2024)
DTPPO: Dual-Transformer Encoder-based Proximal Policy Optimization for Multi-UAV Navigation in Unseen Complex Environments
by: Wei, Anning, et al.
Published: (2024)
by: Wei, Anning, et al.
Published: (2024)
Smart Traffic Signals: Comparing MARL and Fixed-Time Strategies
by: Mahato, Saahil
Published: (2025)
by: Mahato, Saahil
Published: (2025)
Bayesian Decentralized Decision-making for Multi-Robot Systems: Sample-efficient Estimation of Event Rates
by: Aguirre, Gabriel, et al.
Published: (2025)
by: Aguirre, Gabriel, et al.
Published: (2025)
MMCD: Multi-Modal Collaborative Decision-Making for Connected Autonomy with Knowledge Distillation
by: Liu, Rui, et al.
Published: (2025)
by: Liu, Rui, et al.
Published: (2025)
Similar Items
-
GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents
by: Jiang, Haoyuan, et al.
Published: (2024) -
X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner
by: Jiang, Haoyuan, et al.
Published: (2024) -
Co-Saving: Resource Aware Multi-Agent Collaboration for Software Development
by: Qiu, Rennai, et al.
Published: (2025) -
Pathfinders in the Sky: Formal Decision-Making Models for Collaborative Air Traffic Control in Convective Weather
by: Choi, Jimin, et al.
Published: (2025) -
Combat Urban Congestion via Collaboration: Heterogeneous GNN-based MARL for Coordinated Platooning and Traffic Signal Control
by: Peng, Xianyue, et al.
Published: (2023)