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.
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.