conftrace_

traffic signal control

26 papers

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Also known as

TSC

Co-occurring keywords

reinforcement learning (4352) multi-agent system (1819) deep reinforcement learning (903) multi-agent reinforcement learning (538) forward search (7) edge deployment (58) missing data imputation (57) decentralized control (30) reward function (291) attention mechanism (4001)

Papers

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
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
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data NIPS 2024
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning AAAI 2024
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
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback IJCAI 2023
SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control AAAI 2023
Reinforcement Learning Approaches for Traffic Signal Control under Missing Data IJCAI 2023
Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method IJCAI 2022
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
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 NIPS 2021
Hierarchically and Cooperatively Learning Traffic Signal Control AAAI 2021
Dynamic Lane Traffic Signal Control with Group Attention and Multi-Timescale Reinforcement Learning IJCAI 2021
Incorporating Queueing Dynamics into Schedule-Driven Traffic Control IJCAI 2021
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
Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control AAAI 2020
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control NIPS 2020
Traffic Light Scheduling, Value of Time, and Incentives IJCAI 2018