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@michigan-traffic-lab

Michigan Traffic Lab

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  1. Dense-Deep-Reinforcement-Learning Dense-Deep-Reinforcement-Learning Public

    This repo contains the code for paper "Dense reinforcement learning for safety validation of autonomous vehicles"

    Jupyter Notebook 305 48

  2. Naturalistic-and-Adversarial-Driving-Environment Naturalistic-and-Adversarial-Driving-Environment Public

    This repo contains the code for paper "Intelligent driving intelligence test for autonomous vehicles with naturalistic and adversarial environment".

    Python 39 5

  3. Learning-Naturalistic-Driving-Environment Learning-Naturalistic-Driving-Environment Public

    This repo contains the code for paper "Learning naturalistic driving environment with statistical realism"

    Python 38 9

  4. Ann-Arbor-Intersection-Trajectory-Data Ann-Arbor-Intersection-Trajectory-Data Public

    The dataset contains the vehicle trajectory data perceived by the roadside perception system deployed at the signalized intersections and pedestrian corssing midblocks of City of Ann Arbor, Michigan.

    13 2

  5. ROCO ROCO Public

    A roundabout traffic conflict dataset

    10

  6. Mcity-AV-Challenge Mcity-AV-Challenge Public

    Python 9 1

Repositories

Showing 10 of 10 repositories
  • Dense-Learning-for-AV-Training Public

    This repository contains the source code and data for the paper titled "Breaking through safety performance stagnation in autonomous vehicles with dense learning".

    michigan-traffic-lab/Dense-Learning-for-AV-Training’s past year of commit activity
    Python 1 2 0 0 Updated Jul 13, 2024
  • michigan-traffic-lab/Mcity-AV-Challenge’s past year of commit activity
    Python 9 1 1 0 Updated Jun 26, 2024
  • michigan-traffic-lab/perception_evaluation’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Apr 9, 2024
  • michigan-traffic-lab/osaas-public’s past year of commit activity
    Python 8 0 0 0 Updated Feb 20, 2024
  • ROCO Public

    A roundabout traffic conflict dataset

    michigan-traffic-lab/ROCO’s past year of commit activity
    10 CC-BY-SA-4.0 0 0 0 Updated Jan 15, 2024
  • Ann-Arbor-Intersection-Trajectory-Data Public

    The dataset contains the vehicle trajectory data perceived by the roadside perception system deployed at the signalized intersections and pedestrian corssing midblocks of City of Ann Arbor, Michigan.

    michigan-traffic-lab/Ann-Arbor-Intersection-Trajectory-Data’s past year of commit activity
    13 CC-BY-SA-4.0 2 0 0 Updated Jan 12, 2024
  • pyV2XLib Public

    An open-source SDSM encoder/decoder API

    michigan-traffic-lab/pyV2XLib’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Nov 3, 2023
  • Dense-Deep-Reinforcement-Learning Public

    This repo contains the code for paper "Dense reinforcement learning for safety validation of autonomous vehicles"

    michigan-traffic-lab/Dense-Deep-Reinforcement-Learning’s past year of commit activity
    Jupyter Notebook 305 48 4 0 Updated Sep 28, 2023
  • Learning-Naturalistic-Driving-Environment Public

    This repo contains the code for paper "Learning naturalistic driving environment with statistical realism"

    michigan-traffic-lab/Learning-Naturalistic-Driving-Environment’s past year of commit activity
    Python 38 9 0 0 Updated Sep 28, 2023
  • Naturalistic-and-Adversarial-Driving-Environment Public

    This repo contains the code for paper "Intelligent driving intelligence test for autonomous vehicles with naturalistic and adversarial environment".

    michigan-traffic-lab/Naturalistic-and-Adversarial-Driving-Environment’s past year of commit activity
    Python 39 5 1 0 Updated Mar 17, 2023

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