traffic signal control

Traffic-R1: Reinforced LLMs Bring Human-Like Reasoning to Traffic Signal Control Systems ACL 2026 Traffic Signal Plans Explorer: A General Framework for Visualising Traffic Evolution AAAI 2026 RobustLight: Improving Robustness via Diffusion Reinforcement Learning for Traffic Signal Control ICML 2025 DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data NeurIPS 2024 Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning AAAI 2024 X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner IJCAI 2024 π-Light: Programmatic Interpretable Reinforcement Learning for Resource-Limited Traffic Signal Control AAAI 2024 DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback IJCAI 2023 GPLight: Grouped Multi-agent Reinforcement Learning for Large-scale Traffic Signal Control IJCAI 2023 InitLight: Initial Model Generation for Traffic Signal Control Using Adversarial Inverse Reinforcement Learning IJCAI 2023 Reinforcement Learning Approaches for Traffic Signal Control under Missing Data IJCAI 2023 SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control AAAI 2023 EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles AAAI 2022 Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control ICML 2022 Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method IJCAI 2022 OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control AAAI 2022 TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources IJCAI 2022 Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems NeurIPS 2021 Dynamic Lane Traffic Signal Control with Group Attention and Multi-Timescale Reinforcement Learning IJCAI 2021 Hierarchically and Cooperatively Learning Traffic Signal Control AAAI 2021 Incorporating Queueing Dynamics into Schedule-Driven Traffic Control IJCAI 2021 AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control NeurIPS 2020 MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification IJCAI 2020 MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control AAAI 2020 Multi-agent Reinforcement Learning for Networked System Control ICLR 2020