Intersection Traffic Control Based on Multi-Objective Optimization
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2983422
Abstract: Currently, most traffic control methods at intersections rely on the control of signal lights. However, most signal lights operate in the traditional fixed timing mode, which cannot adjust the timing based on the time-varying traffic… read more here.
Keywords: time; control; intersection traffic; traffic control ... See more keywords
FairSignal: A Multiagent Reinforcement Learning Approach Considering Fairness for Multi-Intersection Traffic Signal Control
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3555822
Abstract: Currently, congestion has become a common urban disease. Recently, traffic control methods leveraging reinforcement learning (RL) have gained significant attention due to their capability to effectively utilize real-time traffic data. However, existing RL-based methods for… read more here.
Keywords: intersection traffic; control; multiagent; reinforcement learning ... See more keywords