diff --git a/doc/source/ray-overview/installation.rst b/doc/source/ray-overview/installation.rst
index 21750804798f2..a5b204f95731c 100644
--- a/doc/source/ray-overview/installation.rst
+++ b/doc/source/ray-overview/installation.rst
@@ -125,6 +125,7 @@ You can install the nightly Ray wheels via the following links. These daily rele
            * - `Windows Python 3.9`_
            * - `Windows Python 3.8`_
            * - `Windows Python 3.7`_
+           * - `Windows Python 3.11 (EXPERIMENTAL)`_
 
 .. note::
 
@@ -165,6 +166,7 @@ You can install the nightly Ray wheels via the following links. These daily rele
 .. _`MacOS Python 3.8 (arm64)`: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp38-cp38-macosx_11_0_arm64.whl
 
 
+.. _`Windows Python 3.11 (EXPERIMENTAL)`: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp311-cp311-win_amd64.whl
 .. _`Windows Python 3.10`: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp310-cp310-win_amd64.whl
 .. _`Windows Python 3.9`: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp39-cp39-win_amd64.whl
 .. _`Windows Python 3.8`: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp38-cp38-win_amd64.whl
diff --git a/release/util/download_wheels.sh b/release/util/download_wheels.sh
index 03e6d7c9ac964..1126632305132 100755
--- a/release/util/download_wheels.sh
+++ b/release/util/download_wheels.sh
@@ -56,6 +56,7 @@ download_wheel "https://ray-wheels.s3-us-west-2.amazonaws.com/releases/$RAY_VERS
 download_wheel "https://ray-wheels.s3-us-west-2.amazonaws.com/releases/$RAY_VERSION/$RAY_HASH/ray-$RAY_VERSION-cp38-cp38-win_amd64.whl"
 download_wheel "https://ray-wheels.s3-us-west-2.amazonaws.com/releases/$RAY_VERSION/$RAY_HASH/ray-$RAY_VERSION-cp39-cp39-win_amd64.whl"
 download_wheel "https://ray-wheels.s3-us-west-2.amazonaws.com/releases/$RAY_VERSION/$RAY_HASH/ray-$RAY_VERSION-cp310-cp310-win_amd64.whl"
+download_wheel "https://ray-wheels.s3-us-west-2.amazonaws.com/releases/$RAY_VERSION/$RAY_HASH/ray-$RAY_VERSION-cp311-cp311-win_amd64.whl"
 
 # Linux CPP.
 echo "Downloading Ray CPP Linux wheels"
@@ -93,3 +94,4 @@ download_wheel "https://ray-wheels.s3-us-west-2.amazonaws.com/releases/$RAY_VERS
 download_wheel "https://ray-wheels.s3-us-west-2.amazonaws.com/releases/$RAY_VERSION/$RAY_HASH/ray_cpp-$RAY_VERSION-cp38-cp38-win_amd64.whl"
 download_wheel "https://ray-wheels.s3-us-west-2.amazonaws.com/releases/$RAY_VERSION/$RAY_HASH/ray_cpp-$RAY_VERSION-cp39-cp39-win_amd64.whl"
 download_wheel "https://ray-wheels.s3-us-west-2.amazonaws.com/releases/$RAY_VERSION/$RAY_HASH/ray_cpp-$RAY_VERSION-cp310-cp310-win_amd64.whl"
+download_wheel "https://ray-wheels.s3-us-west-2.amazonaws.com/releases/$RAY_VERSION/$RAY_HASH/ray_cpp-$RAY_VERSION-cp311-cp311-win_amd64.whl"