Code Monkey home page Code Monkey logo

kth_vehicle-routing-problem's Introduction

KTH AI Planning Project

KTH AI course final project.

Implemtation of a variation of VRP using: Integer Programming, PDDL and Reinforcement Learning.

To run Integer Programming:

  • Download AMPL
  • Run: reset; model P0.i.mod; data P0.i.dat; solve; (For any problem variation i in Integer Programming folder)

To run PDDL:

  • Download "any" PDDL solver
  • Run the solver on any of the problem variations at PDDL/problems/

To run Reinforcement Learning:

  • Create a python virtual environment
  • pip install -r requirements.txt
  • run python agent.py for an example
  • in data.py you can change initial state

kth_vehicle-routing-problem's People

Contributors

catweld avatar fedetask avatar fernando2393 avatar oleguercanal avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.