Search Results for author: Zhongxia Yan

Found 6 papers, 4 papers with code

Hierarchical Model for Long-term Video Prediction

no code implementations27 Jun 2017 Peter Wang, Zhongxia Yan, Jeff Zhang

Video prediction has been an active topic of research in the past few years.

Video Prediction

MicroNet for Efficient Language Modeling

1 code implementation16 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.

Knowledge Distillation Language Modelling +3

Learning to Delegate for Large-scale Vehicle Routing

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.

Reinforcement Learning for Mixed Autonomy Intersections

1 code implementation8 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.

Multi-Task Learning reinforcement-learning +1

Multi-agent Path Finding for Cooperative Autonomous Driving

no code implementations1 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.

Autonomous Driving Multi-Agent Path Finding +1

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