Document tensorflow-probability==0.8.0 for TF-Agents 0.3.0.

PiperOrigin-RevId: 305708412 Change-Id: Id56041948e82ebeecb6fe02ffa3c0c42d45dac6f
tensorflow · Apr 9, 2020 · 4dbb0da · 4dbb0da
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diff --git a/README.md b/README.md
@@ -12,7 +12,7 @@ need an intro to RL (or a quick recap),
 [DQN tutorial](docs/tutorials/1_dqn_tutorial.ipynb) to get an agent up and
 running in the Cartpole environment.
 
-**NOTE:** 0.4.0 is the new stable release (03-APR-2020) is only tested with
+**NOTE:** 0.4.0 is the new stable release (07-APR-2020) and was tested with
 Python3 and TensorFlow 2.1.x. `pip install tf-agents`
 
 TF-Agents is under active development and interfaces may change at any time.
@@ -85,9 +85,7 @@ GitHub clone.
 ### Stable
 
 Run the commands below to install the most recent stable release (0.4.0), which
-was tested with TensorFlow 2.1.x and and Python3. If you want to use TF-Agents
-with TensorFlow 1.15 or 2.0 install version 0.3.0:
-`pip install tf-agents==0.3.0`.
+was tested with TensorFlow 2.1.x and and Python3.
 
 ```bash
 pip install --user tf-agents
@@ -100,6 +98,14 @@ git checkout v0.4.0
 
 ```
 
+If you want to use TF-Agents with TensorFlow 1.15 or 2.0, install version 0.3.0:
+
+```bash
+pip install tf-agents==0.3.0
+# Newer versions of tensorflow-probability require newer versions of TensorFlow.
+pip install tensorflow-probability==0.8.0
+```
+
 ### Nightly
 
 Nightly builds include newer features, but may be less stable than the versioned

diff --git a/docs/overview.md b/docs/overview.md
@@ -18,8 +18,7 @@ GitHub clone.
 ### Stable
 
 Run the commands below to install the most recent stable release (0.4.0), which
-was tested with TensorFlow 2.1.x and and Python3. If you want to use TF-Agents
-with TensorFlow 1.15 or 2.0 install version 0.3.0:
+was tested with TensorFlow 2.1.x and Python3.
 `pip install tf-agents==0.3.0`.
 
 ```bash
@@ -33,6 +32,14 @@ git checkout v0.4.0
 
 ```
 
+If you want to use TF-Agents with TensorFlow 1.15 or 2.0, install version 0.3.0:
+
+```bash
+pip install tf-agents==0.3.0
+# Newer versions of tensorflow-probability require newer versions of TensorFlow.
+pip install tensorflow-probability==0.8.0
+```
+
 ### Nightly
 
 Nightly builds include newer features, but may be less stable than the versioned