diff --git a/README.md b/README.md
index ec9397ab..e2bb0408 100644
--- a/README.md
+++ b/README.md
@@ -11,9 +11,9 @@ A Gaussian processes framework in Python.
 
 #### Continuous integration
 |      | Travis-CI | Readthedocs |
-| ---: | :--: |
-| **master:** | [![master](https://travis-ci.org/SheffieldML/GPy.svg?branch=master)](https://travis-ci.org/SheffieldML/GPy) | https://readthedocs.org/projects/pip/badge/?version=master |
-| **devel:**  | [![devel](https://travis-ci.org/SheffieldML/GPy.svg?branch=devel)](https://travis-ci.org/SheffieldML/GPy) | https://readthedocs.org/projects/pip/badge/?version=devel |
+| ---: | :--: | :---: |
+| **master:** | [![master](https://travis-ci.org/SheffieldML/GPy.svg?branch=master)](https://travis-ci.org/SheffieldML/GPy) | [![mdocs](https://img.shields.io/badge/docs-master-yellow.svg?style=flat)](http://gpy.readthedocs.org/en/master/) |
+| **devel:**  | [![devel](https://travis-ci.org/SheffieldML/GPy.svg?branch=devel)](https://travis-ci.org/SheffieldML/GPy) | [![ddocs](https://img.shields.io/badge/docs-devel-yellow.svg?style=flat)](http://gpy.readthedocs.org/en/devel/) |
 
 ### Supported Platforms: