no code implementations • 1 Feb 2024 • Zhongxia Yan, Han Zheng, Cathy Wu
Anticipating possible future deployment of connected and automated vehicles (CAVs), cooperative autonomous driving at intersections has been studied by many works in control theory and intelligent transportation across decades.
1 code implementation • 30 Jul 2022 • Zhongxia Yan, Abdul Rahman Kreidieh, Eugene Vinitsky, Alexandre M. Bayen, Cathy Wu
This is a key challenge to efficient analysis of diverse vehicular and mobility systems.
1 code implementation • 8 Nov 2021 • Zhongxia Yan, Cathy Wu
We propose a model-free reinforcement learning method for controlling mixed autonomy traffic in simulated traffic networks with through-traffic-only two-way and four-way intersections.
1 code implementation • NeurIPS 2021 • Sirui Li, Zhongxia Yan, Cathy Wu
We frame subproblem selection as regression and train a Transformer on a generated training set of problem instances.
1 code implementation • 16 May 2020 • Zhongxia Yan, Hanrui Wang, Demi Guo, Song Han
In this paper, we provide the winning solution to the NeurIPS 2019 MicroNet Challenge in the language modeling track.
no code implementations • 27 Jun 2017 • Peter Wang, Zhongxia Yan, Jeff Zhang
Video prediction has been an active topic of research in the past few years.