diff --git a/docs/index.rst b/docs/index.rst
index d44c7db999..aab263a462 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -117,8 +117,8 @@ To cite this project in publications:
 Contributing
 ------------
 
-To any interested in making the rl baselines better, there is still some improvements
-that needs to be done.
+To any interested in making the rl baselines better, there are still some improvements
+that need to be done.
 A full TODO list is available in the `roadmap <https://github.com/hill-a/stable-baselines/projects/1>`_.
 
 If you want to contribute, please read `CONTRIBUTING.md <https://github.com/hill-a/stable-baselines/blob/master/CONTRIBUTING.md>`_ first.
diff --git a/docs/misc/changelog.rst b/docs/misc/changelog.rst
index 81081efb7d..bd692118d2 100644
--- a/docs/misc/changelog.rst
+++ b/docs/misc/changelog.rst
@@ -6,9 +6,11 @@ Changelog
 For download links, please look at `Github release page <https://github.com/hill-a/stable-baselines/releases>`_.
 
 
-Pre-Release 2.10.1a1 (WIP)
+Release 2.10.1 (2020-08-05)
 ---------------------------
 
+**Bug fixes release**
+
 Breaking Changes:
 ^^^^^^^^^^^^^^^^^
 - ``render()`` method of ``VecEnvs`` now only accept one argument: ``mode``
diff --git a/stable_baselines/version.txt b/stable_baselines/version.txt
index 783c207bc8..8bbb6e406a 100644
--- a/stable_baselines/version.txt
+++ b/stable_baselines/version.txt
@@ -1 +1 @@
-2.10.1a1
+2.10.1