ZhongxiaYan
I work on machine learning-based coordination of multi-vehicle problems in transportation, operations research, and robotics. Currently a MIT EECS PhD student
MITCambridge, MA
Pinned Repositories
neurips-micronet
[JMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion
automatic_vehicular_control
[IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning
learning-to-delegate
[NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing
alphazero_gomoku
Multiprocess implementation of Alphazero applied to the board game Gomoku (五子棋; 5 in a row; tic-tac-toe but with 5 pieces on a 20x20 board)
cnn
A customizable, multilayered, and fully Numpy-parallelized/cythonized (convolutional) neural network classifier.
distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller
mixed_autonomy_intersections
[ITSC 2021] Reinforcement Learning for Mixed Autonomy Intersections
mlb_unity_delighting
Team repo for ML@B Unity Delighting project
sumo_control
video_prediction
ZhongxiaYan's Repositories
ZhongxiaYan/mixed_autonomy_intersections
[ITSC 2021] Reinforcement Learning for Mixed Autonomy Intersections
ZhongxiaYan/video_prediction
ZhongxiaYan/alphazero_gomoku
Multiprocess implementation of Alphazero applied to the board game Gomoku (五子棋; 5 in a row; tic-tac-toe but with 5 pieces on a 20x20 board)
ZhongxiaYan/mlb_unity_delighting
Team repo for ML@B Unity Delighting project
ZhongxiaYan/sumo_control
ZhongxiaYan/cnn
A customizable, multilayered, and fully Numpy-parallelized/cythonized (convolutional) neural network classifier.
ZhongxiaYan/distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller
ZhongxiaYan/haven
ZhongxiaYan/house_banking
A website for managing finances in our house
ZhongxiaYan/SqueezeDet-Pruning
Ternary Weight Pruning for SqueezeDet
ZhongxiaYan/verify
ZhongxiaYan/3d_reconstruction
ZhongxiaYan/ar_project
Has no name yet. An AR app that simulates an instruction
ZhongxiaYan/dotfiles
ZhongxiaYan/finetune-transformer-lm
Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
ZhongxiaYan/flow
Computational framework for reinforcement learning in traffic control
ZhongxiaYan/gps_visualizer
ZhongxiaYan/jigsaw_solver
ZhongxiaYan/neurips-micronet
[PMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion
ZhongxiaYan/OpenSfM
Open source Structure from Motion pipeline
ZhongxiaYan/piskvork_remote
Python AI template for Piskvork gomoku manager
ZhongxiaYan/POMDPModelChecking.jl
Perform Model Checking and POMDP Planning from LTL specifications using POMDPs.jl
ZhongxiaYan/pytorch_misc
ZhongxiaYan/ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
ZhongxiaYan/squeezeDet
A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.
ZhongxiaYan/sumo
Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.
ZhongxiaYan/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
ZhongxiaYan/type_one_jigsaw_solver
ZhongxiaYan/util
ZhongxiaYan/ZhongxiaYan.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes