Search Results for author: Xiaorong Hu

Found 3 papers, 2 papers with code

PDLight: A Deep Reinforcement Learning Traffic Light Control Algorithm with Pressure and Dynamic Light Duration

1 code implementation29 Sep 2020 Chenguang Zhao, Xiaorong Hu, Gang Wang

Existing ineffective and inflexible traffic light control at urban intersections can often lead to congestion in traffic flows and cause numerous problems, such as long delay and waste of energy.

Management

A Traffic Light Dynamic Control Algorithm with Deep Reinforcement Learning Based on GNN Prediction

1 code implementation29 Sep 2020 Xiaorong Hu, Chenguang Zhao, Gang Wang

Then, the results of traffic flow prediction are used in traffic light control, and the agent combines the predicted results with the observed current traffic conditions to dynamically control the phase and duration of the traffic lights at the intersection.

Reinforcement Learning (RL)

Cannot find the paper you are looking for? You can Submit a new open access paper.