cff-version: 1.2.0
title: Gymnasium
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Mark
    family-names: Towers
    email: mt5g17@soton.ac.uk
    affiliation: University of Southampton
    orcid: 'https://orcid.org/0000-0002-2609-2041'
  - given-names: Jordan K
    family-names: Terry
    email: jkterry@farama.org
    affiliation: Farama Foundation
    orcid: 'https://orcid.org/0009-0006-4511-3756'
  - given-names: Ariel
    family-names: Kwiatkowski
    email: akwiatkowski@farama.org
    affiliation: Farama Foundation
    orcid: 'https://orcid.org/0000-0002-9391-9993'
  - given-names: John U.
    family-names: Balis
    email: balis@wisc.edu
    affiliation: University of Wisconsin - Madison
  - given-names: Gianluca
    name-particle: de
    family-names: Cola
    email: gianluca.deco@gmail.com
    affiliation: Farama Foundation
  - given-names: Tristan
    family-names: Deleu
    email: deleutri@mila.quebec
    affiliation: 'Mila, Université de Montréal'
  - given-names: Manuel
    family-names: Goulão
    email: manuel.silva.goulao@tecnico.ulisboa.pt
    affiliation: Instituto Superior Tecnico
    orcid: 'https://orcid.org/0000-0001-6478-2038'
  - given-names: Andreas
    family-names: Kallinteris
    email: akallinteris@tuc.gr
    affiliation: Technical University of Crete (TUC)
    orcid: 'https://orcid.org/0000-0002-6223-2670'
  - given-names: Arjun
    email: kg.arjun@gmail.com
    family-names: KG
    affiliation: connectome.design
  - given-names: Markus
    family-names: Krimmel
    email: markus.krimmel@student.uni-tuebingen.de
    affiliation: ETH
    orcid: 'https://orcid.org/0009-0005-0159-1214'
  - given-names: Rodrigo
    family-names: Perez-Vicente
    email: rperezvicente@farama.org
    affiliation: Farama Foundation
  - given-names: Andrea
    family-names: Pierré
    email: andrea_pierre@brown.edu
    affiliation: Brown University
    orcid: 'https://orcid.org/0000-0003-4501-5428'
  - given-names: Sander
    family-names: Schulhoff
    email: sschulho@umd.edu
    affiliation: University of Maryland
    orcid: 'https://orcid.org/0009-0003-1904-0838'
  - given-names: Jun Jet
    family-names: Tai
    email: taijunjet@hotmail.com
    affiliation: Coventry University
  - given-names: Andrew Jin Shen
    family-names: Tan
    email: andrew.jinshen@gmail.com
    orcid: 'https://orcid.org/0009-0009-8772-5525'
  - given-names: Omar G.
    family-names: Younis
    email: omar.younis98@gmail.com
    affiliation: University of Bologna
    orcid: 'https://orcid.org/0009-0004-2783-7932'
identifiers:
  - type: doi
    value: 10.5281/zenodo.8127025
    description: Zenodo DOI
repository-code: 'https://github.com/Farama-Foundation/Gymnasium'
url: 'https://gymnasium.farama.org/'
abstract: >-
  An API standard for single-agent reinforcement learning
  environments, with popular reference environments and
  related utilities (formerly Gym)
keywords:
  - reinforcement learning
  - machine learning
  - artificial intelligence
  - simulation
license: MIT