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apanichella/AutoRepair

Automated Repair for Autonomous Driving Systems

AutoRepair

Automated Repair for Autonomous Driving Systems.

Getting Started

These instructions will cover usage information for AutoRepair.

Prerequisities

In order to run this container you'll need docker installed.

Usage

To download and run AutoRepair in a docker container, run the following command in a terminal.

docker run thversfelt/autorepair:latest

Currently, it will run my python implementation of ARIEL on a simple faulty rule set that controls a Self-Driving Vehicle in several scenarios of highway-env. It will often take several generations to find an improved rule set, sometimes it finds an improved rule set in a single generation, and occasionally it will get stuck or crash due to an obscure recursion bug.

Languages

Python99.3%Dockerfile0.7%

Contributors

Created February 18, 2022
Updated December 23, 2021
apanichella/AutoRepair | GitHunt