Fix doc build

.readthedocs.yml

@@ -0,0 +1,16 @@
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+# Required
+version: 2
+
+# Build documentation in the docs/ directory with Sphinx
+sphinx:
+  configuration: docs/conf.py
+
+# Optionally build your docs in additional formats such as PDF and ePub
+formats: all
+
+# Set requirements using conda env
+conda:
+  environment: docs/conda_env.yml

README.md

@@ -27,10 +27,9 @@ See documentation for the full list of included features.
 - [Truncated Quantile Critics (TQC)](https://arxiv.org/abs/2005.04269)
 
 
-<!-- TODO: uncomment when the repo is public -->
-<!-- ## Documentation
+## Documentation
 
-Documentation is available online: [https://sb3-contrib.readthedocs.io/](https://sb3-contrib.readthedocs.io/) -->
+Documentation is available online: [https://sb3-contrib.readthedocs.io/](https://sb3-contrib.readthedocs.io/)
 
 
 ## Installation

docs/misc/changelog.rst

@@ -4,7 +4,7 @@ Changelog
 ==========
 
 
-Pre-Release 0.10.0a0 (WIP)
+Pre-Release 0.10.0a1 (WIP)
 ------------------------------
 
 Breaking Changes:

sb3_contrib/version.txt

@@ -1 +1 @@
-0.10.0a0
+0.10.0a1

setup.py

@@ -8,13 +8,49 @@ with open(os.path.join("sb3_contrib", "version.txt"), "r") as file_handler:
 
 long_description = """
 
-# Stable-Baselines3 - Contrib
+# Stable-Baselines3 - Contrib (SB3-Contrib)
 
-Contrib package for [Stable-Baselines3](https://github.com/DLR-RM/stable-baselines3) - Experimental code
+Contrib package for [Stable-Baselines3](https://github.com/DLR-RM/stable-baselines3) - Experimental reinforcement learning (RL) code.
+"sb3-contrib" for short.
 
-Implemented:
+### What is SB3-Contrib?
+
+A place for RL algorithms and tools that are considered experimental, e.g. implementations of the latest publications. Goal is to keep the simplicity, documentation and style of stable-baselines3 but for less matured implementations.
+
+### Why create this repository?
+
+Over the span of stable-baselines and stable-baselines3, the community has been eager to contribute in form of better logging utilities, environment wrappers, extended support (e.g. different action spaces) and learning algorithms.
+
+However sometimes these utilities were too niche to be considered for stable-baselines or
+proved to be too difficult to integrate well into existing code without a mess. sb3-contrib aims to fix this by not requiring the neatest code integration with existing code and not setting limits on what is too niche: almost everything remotely useful goes! We hope this allows to extend the known quality of stable-baselines style and documentation beyond the relatively small scope of utilities of the main repository.
+
+
+## Features
+
+See documentation for the full list of included features.
+
+**RL Algorithms**:
 - [Truncated Quantile Critics (TQC)](https://arxiv.org/abs/2005.04269)
 
+
+## Documentation
+
+Documentation is available online: [https://sb3-contrib.readthedocs.io/](https://sb3-contrib.readthedocs.io/)
+
+
+## Installation
+
+**Note:** You need the `master` version of [Stable Baselines3](https://github.com/DLR-RM/stable-baselines3/).
+
+To install Stable Baselines3 `master` version:
+```
+pip install git+https://github.com/DLR-RM/stable-baselines3
+```
+
+Install Stable Baselines3 - Contrib using pip:
+```
+pip install git+https://github.com/Stable-Baselines-Team/stable-baselines3-contrib
+
 """  # noqa:E501