Git Product home page Git Product logo

pokesim's Introduction

Pokesim

Overview

Pokesim provides:

  • A UNIX server written in Node JS wrapped around the sim and client packages from pkmn
  • A reinforcement learning framework for interacting with this server. Currently supports R-NaD from deepmind, PPO and SAC.

Installation

Run in terminal.

pip install -r requirements
sh ./scripts/download.sh
npm install

Optionally, run this command for installing JAX gpu

pip install --upgrade "jax[cuda12_pip]" -f https://storage.googleapis.com/jax-releases/jax_cuda_releases.html

Running

In one terminal, run the below command to start the UNIX server

make start

In one another, run the below command to begin training.

python main.py

Configuration

Inside ./config.yml you can change various things about how the algorithm is configured.

pokesim's People

Contributors

spktrm avatar

Stargazers

 avatar

Watchers

 avatar  avatar

pokesim's Issues

R-NAD issues

Hello,
Sorry to bother you, but I saw your messages in the open_spiel repository regarding the R-NAD algorithm. I also have been having issues with it and wanted to ask you whether you had any success using it or it's just a pile of non-working code and it is not worth wasting time on it?
Thank you!

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.