Git Product home page Git Product logo

auscommsteam / deep-q-learning-son-perf-improvement Goto Github PK

View Code? Open in Web Editor NEW

This project forked from farismismar/deep-q-learning-son-perf-improvement

1.0 0.0 0.0 78 KB

Code for the following publication: F. B. Mismar, J. Choi, and B. L. Evans, "A Framework for Automated Cellular Network Tuning with Reinforcement Learning", IEEE Transactions on Communications, vol. 67, no. 10, Oct. 2019, pp. 7152-7167, DOI 10.1109/TCOMM.2019.2926715.

Python 45.47% MATLAB 54.53%

deep-q-learning-son-perf-improvement's Introduction

Deep-Q-Learning-SON-Perf-Improvement

The requirement for running this code is to obtain license and access of the Vienna LTE-A simulator, found at: https://www.nt.tuwien.ac.at/research/mobile-communications/vccs/vienna-lte-a-simulators/

MATLAB, Python 3, TensorFlow are all required.

An important file LTE_sim_main.m is missing since it is part of the Vienna LTE-A simulator. I had to modify this file to enable alarms, but of course cannot share the file due to copyrights.

Version history

7/25/2018 Initial code release

7/26/2019 Version 2. Fixed a few bugs and added more alarms.

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.