Git Product home page Git Product logo

power-allocation-and-user-device-association-with-deep-reinforcement-learning's Introduction

Power-Allocation-and-User-Device-Association-with-Deep-Reinforcement-Learning

env.py can create the environment. DQN.py is the function code of DQN. train_DQN.py train the DQN model. test_DQN.py test the DQN model. pdqn.py is the function code of PQDN, and it can test the PDQN model. train_PDQN.py train the PDQN model.

power-allocation-and-user-device-association-with-deep-reinforcement-learning's People

Contributors

chikaihsieh avatar

Stargazers

 avatar Tom and Jerry avatar  avatar  avatar  avatar Swe Zin avatar  avatar loskihhh avatar huxuexue avatar  avatar E.I avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar Md Arman Hossen avatar

power-allocation-and-user-device-association-with-deep-reinforcement-learning's Issues

bug

Hello chikaihsieh, thank you very much for your open source, which is very helpful to me, can you provide memory.py?

some confusion

Thank you so much for sharing this code so generously. I run this code successfully, but I have some confusion.
1 Why only SBS is considered when considering power consumption instead of the whole system, includingMBS. 2in the simulation results, what does Qos bad,Qos good and Qos grantee mean

paper

Excuse me, is there a paper on this code?

Figures

Hello, thank you for good documents.
How I can draw the followinig figures

  • Average R vs time steps for PDQN with/ without cluster constrain.
  • Reward & enegery effecient vs steps for all problems ( P-DQN…ect)
  • and those figures for average interference!

Im waiting for your answer.
Best,

Missed files

Im looking to file that draw these figures !
5364D050-C2AA-4420-99C8-3DE14F957EE4
191D8DAB-6D2C-4A6E-8B4D-B6F74FD1D803
Im looking to file that draw these figures !

missing utils.py

Hello!!
I think you're missing the utils.py. I'm getting "ModuleNotFoundError: No module named 'utils'"

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.