Giter Club home page Giter Club logo

bayesian-aggregation-for-swarm-reinforcement-learning's Introduction

Bayesian and Attentive Aggregation for Cooperative Multi-Agent Deep Reinforcement Learning

This repository contains the code base for my master's thesis. Please not that this code is "researcher"-level quality and not software-engineer quality so it doesn't really hold up to the standards I would usually hold myself to.

The original code was based on https://github.com/ALRhub/deep_rl_for_swarms/.

installation

The main code is in /playground.

You need Python 3.8.

To get the dependencies and create the virtual env, run poetry install.

utils

poetry run optuna dashboard --storage 'sqlite:///file:optuna.sqlite3?vfs=unix-dotfile&uri=true' --study-name=testify2

jupyter setup

poetry run python -m ipykernel install --user --name poetry-env
poetry run jupyter labextension install jupyterlab-plotly @jupyter-widgets/jupyterlab-manager plotlywidget

nix setup

before running poetry install, install build deps for pillow:

nix-shell zsh -p zlib.dev pkg-config libjpeg glib

compiling stuff not working? (especially on bwunicluster)

env |grep isystem should not be empty

try conda install -c anaconda gxx_linux-64

bayesian-aggregation-for-swarm-reinforcement-learning's People

Contributors

phiresky avatar

Stargazers

 avatar

Watchers

 avatar  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.