2024-08-08 11:57:26 +01:00
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# This CITATION.cff file was generated with cffinit.
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# Visit https://bit.ly/cffinit to generate yours today!
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2023-07-08 22:08:59 +02:00
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cff-version: 1.2.0
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2024-08-08 11:57:26 +01:00
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title: >-
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Gymnasium: A Standard Interface for Reinforcement Learning
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Environments
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2023-07-08 22:08:59 +02:00
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message: >-
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If you use this software, please cite it using the
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metadata from this file.
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type: software
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authors:
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- given-names: Mark
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family-names: Towers
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email: mt5g17@soton.ac.uk
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2024-08-08 11:57:26 +01:00
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affiliation: University of Southampton & Farama Foundation
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2023-07-08 22:08:59 +02:00
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orcid: 'https://orcid.org/0000-0002-2609-2041'
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- given-names: Ariel
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family-names: Kwiatkowski
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email: akwiatkowski@farama.org
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affiliation: Farama Foundation
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orcid: 'https://orcid.org/0000-0002-9391-9993'
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2024-08-08 11:57:26 +01:00
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- given-names: Jordan K
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family-names: Terry
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email: jkterry@farama.org
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affiliation: Farama Foundation
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orcid: 'https://orcid.org/0009-0006-4511-3756'
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2023-07-08 22:08:59 +02:00
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- given-names: John U.
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family-names: Balis
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email: balis@wisc.edu
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2024-08-08 11:57:26 +01:00
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affiliation: Independent Researcher
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2023-07-08 22:08:59 +02:00
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- given-names: Gianluca
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name-particle: de
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family-names: Cola
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email: gianluca.deco@gmail.com
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affiliation: Farama Foundation
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- given-names: Tristan
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family-names: Deleu
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email: deleutri@mila.quebec
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affiliation: 'Mila, Université de Montréal'
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- given-names: Manuel
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family-names: Goulão
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email: manuel.silva.goulao@tecnico.ulisboa.pt
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2024-08-08 11:57:26 +01:00
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affiliation: NeuralShift
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2023-07-08 22:08:59 +02:00
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orcid: 'https://orcid.org/0000-0001-6478-2038'
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- given-names: Andreas
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family-names: Kallinteris
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email: akallinteris@tuc.gr
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affiliation: Technical University of Crete (TUC)
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orcid: 'https://orcid.org/0000-0002-6223-2670'
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- given-names: Markus
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family-names: Krimmel
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email: markus.krimmel@student.uni-tuebingen.de
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2024-08-08 11:57:26 +01:00
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affiliation: Independent Researcher
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2023-07-08 22:08:59 +02:00
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orcid: 'https://orcid.org/0009-0005-0159-1214'
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2024-08-08 11:57:26 +01:00
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- given-names: Arjun
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email: kg.arjun@gmail.com
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family-names: KG
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affiliation: EarthBrain
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2023-07-08 22:08:59 +02:00
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- given-names: Rodrigo
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family-names: Perez-Vicente
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email: rperezvicente@farama.org
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affiliation: Farama Foundation
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- given-names: Andrea
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family-names: Pierré
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email: andrea_pierre@brown.edu
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affiliation: Brown University
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orcid: 'https://orcid.org/0000-0003-4501-5428'
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- given-names: Sander
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family-names: Schulhoff
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email: sschulho@umd.edu
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affiliation: University of Maryland
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orcid: 'https://orcid.org/0009-0003-1904-0838'
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- given-names: Jun Jet
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family-names: Tai
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email: taijunjet@hotmail.com
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affiliation: Coventry University
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2024-08-08 11:57:26 +01:00
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- given-names: Hannah Jin Shen
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2023-07-08 22:08:59 +02:00
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family-names: Tan
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email: andrew.jinshen@gmail.com
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orcid: 'https://orcid.org/0009-0009-8772-5525'
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2024-08-08 11:57:26 +01:00
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affiliation: Independent Researcher
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2023-07-08 22:08:59 +02:00
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- given-names: Omar G.
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family-names: Younis
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email: omar.younis98@gmail.com
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affiliation: University of Bologna
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orcid: 'https://orcid.org/0009-0004-2783-7932'
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2023-07-09 23:49:00 +02:00
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identifiers:
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2024-08-08 11:57:26 +01:00
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- type: url
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value: 'https://arxiv.org/abs/2407.17032'
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2023-07-08 22:08:59 +02:00
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repository-code: 'https://github.com/Farama-Foundation/Gymnasium'
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url: 'https://gymnasium.farama.org/'
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abstract: >-
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2024-08-08 11:57:26 +01:00
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Gymnasium is an open-source library providing an API for
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reinforcement learning environments. Its main contribution
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is a central abstraction for wide interoperability between
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benchmark environments and training algorithms. Gymnasium
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comes with various built-in environments and utilities to
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simplify researchers’ work along with being supported by
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most training libraries. This paper outlines the main
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design decisions for Gymnasium, its key features, and the
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differences to alternative APIs.
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2023-07-08 22:08:59 +02:00
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keywords:
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- reinforcement learning
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- machine learning
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- artificial intelligence
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- simulation
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license: MIT
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