diff --git a/README.rst b/README.rst
index 22d5f716336b27920510293c60bfc6635598ae0f..cc8f3656f4e9c022a61f07a7116371cac74bada3 100644
--- a/README.rst
+++ b/README.rst
@@ -2,9 +2,9 @@
 .. Mon 15 Aug 2016 09:44:40 CEST
 
 .. image:: http://img.shields.io/badge/docs-stable-yellow.svg
-   :target: http://pythonhosted.org/bob.learn.mlp/index.html
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.mlp/stable/index.html
 .. image:: http://img.shields.io/badge/docs-latest-orange.svg
-   :target: https://www.idiap.ch/software/bob/docs/latest/bob/bob.learn.mlp/master/index.html
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.learn.mlp/master/index.html
 .. image:: https://gitlab.idiap.ch/bob/bob.learn.mlp/badges/master/build.svg
    :target: https://gitlab.idiap.ch/bob/bob.learn.mlp/commits/master
 .. image:: https://gitlab.idiap.ch/bob/bob.learn.mlp/badges/master/coverage.svg