Add support for Gymnasium v1.1.0

[pseudo-rnd-thoughts]

Description

Add support for Gymnasium v1.1.0

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to change)
• Documentation (update in the documentation)

Checklist

• I've read the CONTRIBUTION guide (required)
• I have updated the changelog accordingly (required).
• My change requires a change to the documentation.
• I have updated the tests accordingly (required for a bug fix or a new feature).
• I have updated the documentation accordingly.
• I have opened an associated PR on the SB3-Contrib repository (if necessary)
• I have opened an associated PR on the RL-Zoo3 repository (if necessary)
• I have reformatted the code using make format (required)
• I have checked the codestyle using make check-codestyle and make lint (required)
• I have ensured make pytest and make type both pass. (required)
• I have checked that the documentation builds using make doc (required)

Note: You can run most of the checks using make commit-checks.

[pseudo-rnd-thoughts]

The largest change as to the vector environment autoreset modes in v1.1.0 however as Sb3 contains its own custom vector environment implementation then this shouldn't matter.

[araffin]

Hello,
thanks for the PR =)
Could you check that the SB3 contrib passes too?
https://github.com/Stable-Baselines-Team/stable-baselines3-contrib

because I saw that the behavior of get_wrapper_attr and set_wrapper_attr changed.

[pseudo-rnd-thoughts]

because I saw that the behavior of get_wrapper_attr and set_wrapper_attr changed.

Yes, this was a bug fix and new feature upgrade to the function.

[pseudo-rnd-thoughts]

Could you check that the SB3 contrib passes too?

Stable-Baselines-Team/stable-baselines3-contrib#280 seem to be no issues