rr

Author: ericl

doc/source/example-a3c.rst

@@ -13,7 +13,7 @@ View the `code for this example`_.
 
 .. note::
 
-    For an overview of Ray's reinforcement learning library, see `Ray RLlib <http://ray.readthedocs.io/en/latest/rllib.html>`__.
+    For an overview of Ray's reinforcement learning library, see `RLlib <http://ray.readthedocs.io/en/latest/rllib.html>`__.
 
 To run the application, first install **ray** and then some dependencies:
 

doc/source/example-policy-gradient.rst

@@ -6,7 +6,7 @@ View the `code for this example`_.
 
 .. note::
 
-    For an overview of Ray's reinforcement learning library, see `Ray RLlib <http://ray.readthedocs.io/en/latest/rllib.html>`__.
+    For an overview of Ray's reinforcement learning library, see `RLlib <http://ray.readthedocs.io/en/latest/rllib.html>`__.
 
 
 To run this example, you will need to install `TensorFlow with GPU support`_ (at

doc/source/index.rst

@@ -77,7 +77,7 @@ Ray comes with libraries that accelerate deep learning and reinforcement learnin
 
 .. toctree::
    :maxdepth: 1
-   :caption: Ray RLlib
+   :caption: RLlib
 
    rllib.rst
    rllib-training.rst

doc/source/rllib.rst

@@ -10,7 +10,7 @@ Learn more about RLlib's design by reading the `ICML paper <https://arxiv.org/ab
 Installation
 ------------
 
-RLlib has extra dependencies on top of ``ray``. First, you'll need to install either `PyTorch <http://pytorch.org/>`__ or `TensorFlow <https://www.tensorflow.org>`__. Then, install the Ray RLlib module:
+RLlib has extra dependencies on top of ``ray``. First, you'll need to install either `PyTorch <http://pytorch.org/>`__ or `TensorFlow <https://www.tensorflow.org>`__. Then, install the RLlib module:
 
 .. code-block:: bash