Git Product home page Git Product logo

drl4route's Introduction

DRL4Route

DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction.

Data and Preprocess

https://github.com/wenhaomin/LaDe

Usage

Use the following command to run the code: python run.py

Repo Structure

The structure of our code and description of important files are given as follows:
│ │────algorithm/
│ │ │────DRL4Route/: code of DRL4Route for pick-up route prediction in logistics
│────data/dataset/
│ │────logistics/: A subset of logistics data.
│────my_utils/
│ │────eval.py: Implemention of the evaluation metrics.
│ │────utils.py
│────run.py: Main function of this project, mainly used for training and evaluating different models.

drl4route's People

Contributors

maoxiaowei97 avatar

Stargazers

 avatar  avatar  avatar  avatar hualimin avatar seven8827 avatar  avatar Chang Liu avatar  avatar  avatar mooooon avatar  avatar Likith Kumar avatar  avatar  avatar

Watchers

 avatar

drl4route's Issues

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.