Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Zhu, Ming, Liu, Xiao-Yang, Borst, Sem, Walid, Anwar |
|---|---|
| Format: | Preprint |
| Publié: |
2023
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Applying Reinforcement Learning to Optimize Traffic Light Cycles
par: Son, Seungah, et autres
Publié: (2024)
par: Son, Seungah, et autres
Publié: (2024)
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control
par: Liao, Xiao-Cheng, et autres
Publié: (2025)
par: Liao, Xiao-Cheng, et autres
Publié: (2025)
FitLight: Federated Imitation Learning for Plug-and-Play Autonomous Traffic Signal Control
par: Ye, Yutong, et autres
Publié: (2025)
par: Ye, Yutong, et autres
Publié: (2025)
HALO: Hierarchical Reinforcement Learning for Large-Scale Adaptive Traffic Signal Control
par: Zhu, Yaqiao, et autres
Publié: (2025)
par: Zhu, Yaqiao, et autres
Publié: (2025)
GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching
par: Han, Xiao, et autres
Publié: (2024)
par: Han, Xiao, et autres
Publié: (2024)
OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Control
par: Bokade, Rohit, et autres
Publié: (2024)
par: Bokade, Rohit, et autres
Publié: (2024)
SymLight: Exploring Interpretable and Deployable Symbolic Policies for Traffic Signal Control
par: Liao, Xiao-Cheng, et autres
Publié: (2025)
par: Liao, Xiao-Cheng, et autres
Publié: (2025)
Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control
par: Gu, Hankang, et autres
Publié: (2025)
par: Gu, Hankang, et autres
Publié: (2025)
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey
par: Zong, Zefang, et autres
Publié: (2021)
par: Zong, Zefang, et autres
Publié: (2021)
Multi-hop Upstream Anticipatory Traffic Signal Control with Deep Reinforcement Learning
par: Li, Xiaocan, et autres
Publié: (2024)
par: Li, Xiaocan, et autres
Publié: (2024)
Single-agent Reinforcement Learning Model for Regional Adaptive Traffic Signal Control
par: Li, Qiang, et autres
Publié: (2025)
par: Li, Qiang, et autres
Publié: (2025)
A Hierarchical Deep Reinforcement Learning Framework for Traffic Signal Control with Predictable Cycle Planning
par: Gu, Hankang, et autres
Publié: (2025)
par: Gu, Hankang, et autres
Publié: (2025)
Deep Reinforcement Learning Agents are not even close to Human Intelligence
par: Delfosse, Quentin, et autres
Publié: (2025)
par: Delfosse, Quentin, et autres
Publié: (2025)
DataLight: Offline Data-Driven Traffic Signal Control
par: Zhang, Liang, et autres
Publié: (2023)
par: Zhang, Liang, et autres
Publié: (2023)
Multi-fidelity Reinforcement Learning Control for Complex Dynamical Systems
par: Sun, Luning, et autres
Publié: (2025)
par: Sun, Luning, et autres
Publié: (2025)
Evaluating Robustness of Reinforcement Learning Algorithms for Autonomous Shipping
par: Lesy, Bavo, et autres
Publié: (2024)
par: Lesy, Bavo, et autres
Publié: (2024)
Robust Model-Based Reinforcement Learning with an Adversarial Auxiliary Model
par: Herremans, Siemen, et autres
Publié: (2024)
par: Herremans, Siemen, et autres
Publié: (2024)
Robust Single-Agent Reinforcement Learning for Regional Traffic Signal Control Under Demand Fluctuations
par: Li, Qiang, et autres
Publié: (2025)
par: Li, Qiang, et autres
Publié: (2025)
MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control
par: Zhu, Liwen, et autres
Publié: (2021)
par: Zhu, Liwen, et autres
Publié: (2021)
Multi-Agent Deep Reinforcement Learning for Distributed and Autonomous Platoon Coordination via Speed-regulation over Large-scale Transportation Networks
par: Wei, Dixiao, et autres
Publié: (2024)
par: Wei, Dixiao, et autres
Publié: (2024)
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy
par: Liao, Xiao-Cheng, et autres
Publié: (2025)
par: Liao, Xiao-Cheng, et autres
Publié: (2025)
BET: Explaining Deep Reinforcement Learning through The Error-Prone Decisions
par: Liu, Xiao, et autres
Publié: (2024)
par: Liu, Xiao, et autres
Publié: (2024)
Safe Urban Traffic Control via Uncertainty-Aware Conformal Prediction and World-Model Reinforcement Learning
par: Chandra, Joydeep, et autres
Publié: (2026)
par: Chandra, Joydeep, et autres
Publié: (2026)
TransferLight: Zero-Shot Traffic Signal Control on any Road-Network
par: Schmidt, Johann, et autres
Publié: (2024)
par: Schmidt, Johann, et autres
Publié: (2024)
Decision Theory-Guided Deep Reinforcement Learning for Fast Learning
par: Wan, Zelin, et autres
Publié: (2024)
par: Wan, Zelin, et autres
Publié: (2024)
A Semi Centralized Training Decentralized Execution Architecture for Multi Agent Deep Reinforcement Learning in Traffic Signal Control
par: Rezaali, Arash, et autres
Publié: (2025)
par: Rezaali, Arash, et autres
Publié: (2025)
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control
par: Lee, Sunbowen, et autres
Publié: (2024)
par: Lee, Sunbowen, et autres
Publié: (2024)
Towards Batch-to-Streaming Deep Reinforcement Learning for Continuous Control
par: De Monte, Riccardo, et autres
Publié: (2026)
par: De Monte, Riccardo, et autres
Publié: (2026)
Broad Critic Deep Actor Reinforcement Learning for Continuous Control
par: Thalagala, Shiron, et autres
Publié: (2024)
par: Thalagala, Shiron, et autres
Publié: (2024)
Counterfactual Explanations for Deep Learning-Based Traffic Forecasting
par: Wang, Rushan, et autres
Publié: (2024)
par: Wang, Rushan, et autres
Publié: (2024)
Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control
par: Zhang, Yifeng, et autres
Publié: (2025)
par: Zhang, Yifeng, et autres
Publié: (2025)
Embracing Large Language Models in Traffic Flow Forecasting
par: Zhao, Yusheng, et autres
Publié: (2024)
par: Zhao, Yusheng, et autres
Publié: (2024)
NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation
par: Haider, Momin, et autres
Publié: (2024)
par: Haider, Momin, et autres
Publié: (2024)
Hybrid Transformer and Spatial-Temporal Self-Supervised Learning for Long-term Traffic Prediction
par: Zhu, Wang, et autres
Publié: (2024)
par: Zhu, Wang, et autres
Publié: (2024)
Robust Driving Control for Autonomous Vehicles: An Intelligent General-sum Constrained Adversarial Reinforcement Learning Approach
par: Fan, Junchao, et autres
Publié: (2025)
par: Fan, Junchao, et autres
Publié: (2025)
Adventurer: Exploration with BiGAN for Deep Reinforcement Learning
par: Liu, Yongshuai, et autres
Publié: (2025)
par: Liu, Yongshuai, et autres
Publié: (2025)
ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems
par: Yar, Rai Ali, et autres
Publié: (2026)
par: Yar, Rai Ali, et autres
Publié: (2026)
Recurrent Deep Reinforcement Learning for Chemotherapy Control under Partial Observability
par: Kiram, Firas Mohamed Elamine, et autres
Publié: (2026)
par: Kiram, Firas Mohamed Elamine, et autres
Publié: (2026)
Efficient Prompt Learning for Traffic Forecasting
par: Zhang, Qianru, et autres
Publié: (2026)
par: Zhang, Qianru, et autres
Publié: (2026)
Teacher-Student Learning on Complexity in Intelligent Routing
par: Pi, Shu-Ting, et autres
Publié: (2024)
par: Pi, Shu-Ting, et autres
Publié: (2024)
Documents similaires
-
Applying Reinforcement Learning to Optimize Traffic Light Cycles
par: Son, Seungah, et autres
Publié: (2024) -
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control
par: Liao, Xiao-Cheng, et autres
Publié: (2025) -
FitLight: Federated Imitation Learning for Plug-and-Play Autonomous Traffic Signal Control
par: Ye, Yutong, et autres
Publié: (2025) -
HALO: Hierarchical Reinforcement Learning for Large-Scale Adaptive Traffic Signal Control
par: Zhu, Yaqiao, et autres
Publié: (2025) -
GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching
par: Han, Xiao, et autres
Publié: (2024)