diff --git a/gymnasium/__init__.py b/gymnasium/__init__.py
index fabd35cd7..41d9d2268 100644
--- a/gymnasium/__init__.py
+++ b/gymnasium/__init__.py
@@ -17,7 +17,7 @@
     pprint_registry,
     make_vec,
 )
-from gymnasium import envs, spaces, utils, vector, wrappers, error, logger, experimental
+from gymnasium import envs, spaces, utils, vector, wrappers, error, logger
 
 
 __all__ = [
@@ -43,7 +43,6 @@
     "wrappers",
     "error",
     "logger",
-    "experimental",
 ]
 __version__ = "0.27.1"
 
diff --git a/gymnasium/envs/classic_control/cartpole.py b/gymnasium/envs/classic_control/cartpole.py
index dc80c2cdd..5ef5474d9 100644
--- a/gymnasium/envs/classic_control/cartpole.py
+++ b/gymnasium/envs/classic_control/cartpole.py
@@ -12,6 +12,7 @@
 from gymnasium import logger, spaces
 from gymnasium.envs.classic_control import utils
 from gymnasium.error import DependencyNotInstalled
+from gymnasium.experimental.vector import VectorEnv
 from gymnasium.vector.utils import batch_space
 
 
@@ -315,7 +316,7 @@ def close(self):
             self.isopen = False
 
 
-class CartPoleVectorEnv(gym.experimental.VectorEnv):
+class CartPoleVectorEnv(VectorEnv):
     metadata = {
         "render_modes": ["human", "rgb_array"],
         "render_fps": 50,
diff --git a/gymnasium/envs/registration.py b/gymnasium/envs/registration.py
index 946d977cb..37c8e06e3 100644
--- a/gymnasium/envs/registration.py
+++ b/gymnasium/envs/registration.py
@@ -13,8 +13,8 @@
 from dataclasses import dataclass, field
 from typing import Any, Callable, Iterable, Sequence
 
-import gymnasium as gym
 from gymnasium import Env, Wrapper, error, logger
+from gymnasium.experimental.vector import AsyncVectorEnv, SyncVectorEnv, VectorEnv
 from gymnasium.wrappers import (
     AutoResetWrapper,
     HumanRendering,
@@ -63,7 +63,7 @@ def __call__(self, **kwargs: Any) -> Env:
 class VectorEnvCreator(Protocol):
     """Function type expected for an environment."""
 
-    def __call__(self, **kwargs: Any) -> gym.experimental.VectorEnv:
+    def __call__(self, **kwargs: Any) -> VectorEnv:
         ...
 
 
@@ -695,7 +695,7 @@ def make_vec(
     vector_kwargs: dict[str, Any] | None = None,
     wrappers: Sequence[Callable[[Env], Wrapper]] | None = None,
     **kwargs,
-) -> gym.experimental.VectorEnv:
+) -> VectorEnv:
     """Create a vector environment according to the given ID.
 
     Note:
@@ -778,12 +778,12 @@ def _create_env():
         return _env
 
     if vectorization_mode == "sync":
-        env = gym.experimental.SyncVectorEnv(
+        env = SyncVectorEnv(
             env_fns=[_create_env for _ in range(num_envs)],
             **vector_kwargs,
         )
     elif vectorization_mode == "async":
-        env = gym.experimental.AsyncVectorEnv(
+        env = AsyncVectorEnv(
             env_fns=[_create_env for _ in range(num_envs)],
             **vector_kwargs,
         )
diff --git a/gymnasium/experimental/__init__.py b/gymnasium/experimental/__init__.py
index 6d06443d5..4d678685f 100644
--- a/gymnasium/experimental/__init__.py
+++ b/gymnasium/experimental/__init__.py
@@ -1,7 +1,7 @@
 """Root __init__ of the gym experimental wrappers."""
 
 
-from gymnasium.experimental import functional, wrappers
+from gymnasium.experimental import functional
 from gymnasium.experimental.functional import FuncEnv
 from gymnasium.experimental.vector.async_vector_env import AsyncVectorEnv
 from gymnasium.experimental.vector.sync_vector_env import SyncVectorEnv
@@ -12,12 +12,9 @@
     # Functional
     "FuncEnv",
     "functional",
-    # Wrappers
-    "wrappers",
     # Vector
     "VectorEnv",
     "VectorWrapper",
     "SyncVectorEnv",
     "AsyncVectorEnv",
-    # "vector",
 ]
diff --git a/gymnasium/experimental/functional_jax_env.py b/gymnasium/experimental/functional_jax_env.py
index f112da5ed..2d18f7ba9 100644
--- a/gymnasium/experimental/functional_jax_env.py
+++ b/gymnasium/experimental/functional_jax_env.py
@@ -11,7 +11,7 @@
 import gymnasium as gym
 from gymnasium.envs.registration import EnvSpec
 from gymnasium.experimental.functional import ActType, FuncEnv, StateType
-from gymnasium.experimental.wrappers.jax_to_numpy import jax_to_numpy
+from gymnasium.experimental.wrappers.conversion.jax_to_numpy import jax_to_numpy
 from gymnasium.utils import seeding
 from gymnasium.vector.utils import batch_space
 
diff --git a/gymnasium/experimental/wrappers/__init__.py b/gymnasium/experimental/wrappers/__init__.py
index 74d7a0b12..42c2b204c 100644
--- a/gymnasium/experimental/wrappers/__init__.py
+++ b/gymnasium/experimental/wrappers/__init__.py
@@ -23,9 +23,6 @@
     LambdaRewardV0,
     NormalizeRewardV0,
 )
-from gymnasium.experimental.wrappers.jax_to_numpy import JaxToNumpyV0
-from gymnasium.experimental.wrappers.jax_to_torch import JaxToTorchV0
-from gymnasium.experimental.wrappers.numpy_to_torch import NumpyToTorchV0
 from gymnasium.experimental.wrappers.stateful_action import StickyActionV0
 from gymnasium.experimental.wrappers.stateful_observation import (
     TimeAwareObservationV0,
@@ -85,10 +82,6 @@
     "RenderCollectionV0",
     "RecordVideoV0",
     "HumanRenderingV0",
-    # --- Data Conversion ---
-    "JaxToNumpyV0",
-    "JaxToTorchV0",
-    "NumpyToTorchV0",
     # --- Vector ---
     "VectorRecordEpisodeStatistics",
     "VectorListInfo",
diff --git a/gymnasium/experimental/wrappers/conversion/__init__.py b/gymnasium/experimental/wrappers/conversion/__init__.py
new file mode 100644
index 000000000..bd1b3b471
--- /dev/null
+++ b/gymnasium/experimental/wrappers/conversion/__init__.py
@@ -0,0 +1 @@
+"""This is deliberately empty to avoid introducing redundant imports -- import each submodule individually."""
diff --git a/gymnasium/experimental/wrappers/jax_to_numpy.py b/gymnasium/experimental/wrappers/conversion/jax_to_numpy.py
similarity index 100%
rename from gymnasium/experimental/wrappers/jax_to_numpy.py
rename to gymnasium/experimental/wrappers/conversion/jax_to_numpy.py
diff --git a/gymnasium/experimental/wrappers/jax_to_torch.py b/gymnasium/experimental/wrappers/conversion/jax_to_torch.py
similarity index 98%
rename from gymnasium/experimental/wrappers/jax_to_torch.py
rename to gymnasium/experimental/wrappers/conversion/jax_to_torch.py
index 2211c8cde..1cc97deef 100644
--- a/gymnasium/experimental/wrappers/jax_to_torch.py
+++ b/gymnasium/experimental/wrappers/conversion/jax_to_torch.py
@@ -17,7 +17,7 @@
 from gymnasium import Env, Wrapper
 from gymnasium.core import RenderFrame, WrapperActType, WrapperObsType
 from gymnasium.error import DependencyNotInstalled
-from gymnasium.experimental.wrappers.jax_to_numpy import jax_to_numpy
+from gymnasium.experimental.wrappers.conversion.jax_to_numpy import jax_to_numpy
 
 
 try:
diff --git a/gymnasium/experimental/wrappers/numpy_to_torch.py b/gymnasium/experimental/wrappers/conversion/numpy_to_torch.py
similarity index 100%
rename from gymnasium/experimental/wrappers/numpy_to_torch.py
rename to gymnasium/experimental/wrappers/conversion/numpy_to_torch.py
diff --git a/tests/experimental/wrappers/test_jax_to_numpy.py b/tests/experimental/wrappers/test_jax_to_numpy.py
index 25c5ee62a..1c9815385 100644
--- a/tests/experimental/wrappers/test_jax_to_numpy.py
+++ b/tests/experimental/wrappers/test_jax_to_numpy.py
@@ -4,8 +4,11 @@
 import numpy as np
 import pytest
 
-from gymnasium.experimental.wrappers import JaxToNumpyV0
-from gymnasium.experimental.wrappers.jax_to_numpy import jax_to_numpy, numpy_to_jax
+from gymnasium.experimental.wrappers.conversion.jax_to_numpy import (
+    JaxToNumpyV0,
+    jax_to_numpy,
+    numpy_to_jax,
+)
 from gymnasium.utils.env_checker import data_equivalence
 from tests.testing_env import GenericTestEnv
 
diff --git a/tests/experimental/wrappers/test_jax_to_torch.py b/tests/experimental/wrappers/test_jax_to_torch.py
index a2313ae90..d4899c0fc 100644
--- a/tests/experimental/wrappers/test_jax_to_torch.py
+++ b/tests/experimental/wrappers/test_jax_to_torch.py
@@ -5,8 +5,11 @@
 import pytest
 import torch
 
-from gymnasium.experimental.wrappers import JaxToTorchV0
-from gymnasium.experimental.wrappers.jax_to_torch import jax_to_torch, torch_to_jax
+from gymnasium.experimental.wrappers.conversion.jax_to_torch import (
+    JaxToTorchV0,
+    jax_to_torch,
+    torch_to_jax,
+)
 from tests.testing_env import GenericTestEnv