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By now there's a growing community of researchers using Jax for reinforcement learning. It's a growing community and there's a vast range of environment APIs:
- https://github.com/RobertTLange/gymnax
- https://github.com/dunnolab/xland-minigrid
- https://github.com/google/brax
- https://github.com/sotetsuk/pgx
- https://github.com/instadeepai/jumanji
- https://github.com/EdanToledo/Stoa
etc. As it seems unlikely that most libraries will change their APIs in the future, it would be fantastic to have a central location for converting between them. Given Farama Foundation's central role in the RL community, this repo seems like a convenient place to support converting between different APIs, instead of having each project hosting different wrappers, possibly with differing functionality (e.g. auto reset semantics). Would this be a possibility? I'd be happy to contribute.
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