Farama Foundation
Published October 8, 2024 | Version v1.0.0
Software Open

Gymnasium: A Standard Interface for Reinforcement Learning Environments

Creators

  • 1. University of Southampton & Farama Foundation
  • 2. Farama Foundation
  • 3. Independent Researcher
  • 4. Mila, Université de Montréal
  • 5. NeuralShift
  • 6. Technical University of Crete (TUC)
  • 7. EarthBrain
  • 8. Brown University
  • 9. University of Maryland
  • 10. Coventry University
  • 11. University of Bologna

Description

Gymnasium is an open-source library providing an API for reinforcement learning environments. Its main contribution is a central abstraction for wide interoperability between benchmark environments and training algorithms. Gymnasium comes with various built-in environments and utilities to simplify researchers' work along with being supported by most training libraries. This paper outlines the main design decisions for Gymnasium, its key features, and the differences to alternative APIs.

Notes

If you use this software, please cite it using the metadata from this file.

Files

Farama-Foundation/Gymnasium-v1.0.0.zip

Files (119.5 MB)

Name Size Download all
md5:63633d2a5c53a931631619d7672a7f0c
119.5 MB Preview Download

Additional details

Related works

Is supplement to
Software: https://github.com/Farama-Foundation/Gymnasium/tree/v1.0.0 (URL)