Search Results for author: Qijian Gan

Found 2 papers, 1 papers with code

A Graph Convolutional Network with Signal Phasing Information for Arterial Traffic Prediction

1 code implementation • 25 Dec 2020 • Victor Chan, Qijian Gan, Alexandre Bayen

We fill this gap by enhancing a deep learning approach, Diffusion Convolutional Recurrent Neural Network, with spatial information generated from signal timing plans at targeted intersections.

Traffic Prediction

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Adaptive Coordination Offsets for Signalized Arterial Intersections using Deep Reinforcement Learning

no code implementations • 6 Aug 2020 • Keith Anshilo Diaz, Damian Dailisan, Umang Sharaf, Carissa Santos, Qijian Gan, Francis Aldrine Uy, May T. Lim, Alexandre M. Bayen

Here, we propose a deep RL framework that dynamically adjusts offsets based on traffic states and preserves the planned phase timings and order derived from model-based methods.

reinforcement-learning Reinforcement Learning (RL)

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