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@Farama-Foundation

Farama Foundation

Farama-Foundation

The Farama Foundation is a nonprofit that maintains several key libraries that offer standard APIs in reinforcement learning - Gymnasium for single-agent RL, PettingZoo for multi-agent RL, and Minari for offline RL - along with many of the most used reinforcement learning environments in the field. Our goal is to offer better tools and standardization for reinforcement learning and to make it a more accessible and productive field. Many of our core contributors are the team behind OpenAI Gym. Donations to us go to paying our team to their work on these projects.

You can check out our website at farama.org and join our discord server to meet and interact with our community, as well as ask questions.

We're a registered 501c3 nonprofit organization, meaning that donations to us are deductible on your taxes. For annual donations under $250, can claim this without a receipt. For annual donations over $250, please email us with your name and address and we'll send you a receipt for your taxes.

We also have additional donation tiers geared towards organizational donors that you can view here.

Current sponsors 2

@jxn-scott
@vinogradovkonst
Past sponsors 10
Private Sponsor
@csawtelle
@WilliamBonvini
@BruceYanghy
@ricalanis
@lockwo
@aws
@github
@marekm4
@Corleone-Yang

Meet the team

Featured work

  1. Farama-Foundation/Gymnasium

    An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

    Python 7,576
  2. Farama-Foundation/PettingZoo

    An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

    Python 2,673
  3. Farama-Foundation/Minari

    A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities

    Python 307
  4. Farama-Foundation/ViZDoom

    Reinforcement Learning environments based on the 1993 game Doom :godmode:

    C++ 1,752
  5. Farama-Foundation/Minigrid

    Simple and easily configurable grid world environments for reinforcement learning

    Python 2,135
  6. Farama-Foundation/Metaworld

    Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

    Python 1,287

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Select a tier

$ a month

You'll receive any rewards listed in the $10 monthly tier. Additionally, a Public Sponsor achievement will be added to your profile.

$10 a month

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Thank you. Really.

At this tier, you get to have a badge on your GitHub profile saying that you sponsor us if you'd like to (or you can choose to remain anonymous).

$20 a month

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This is the same as the minimum tier but with a higher monthly amount for those who would like to contribute more

$100 a month

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This tier conveys no special benefits, but as long as you're in this tier we'll mention you in our release notes for our core projects (Gymnasium, PettingZoo and Minari) and we'll shout you out on Twitter when you join.

If you're able to donate this much, thank you. You're really supporting the Farama Foundation.

$200 a month

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At this tier, you can have a 1 hour call with either Jordan or Rodrigo about whatever you'd like - pair programming, mentorship, tutoring, explaining reinforcement learning concepts, etc.

You can either have this be a one off event and not renew the tier, or keep the subscription and have it be a monthly session.