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+# What is Coach?
+
+## Motivation
+
+Train and evaluate reinforcement learning agents by harnessing the power of multi-core CPU processing to achieve state-of-the-art results. Provide a sandbox for easing the development process of new algorithms through a modular design and an elegant set of APIs. 
+
+## Solution
+
+Coach is a python environment which models the interaction between an agent and an environment in a modular way.
+With Coach, it is possible to model an agent by combining various building blocks, and training the agent on multiple environments.
+The available environments allow testing the agent in different practical fields such as robotics, autonomous driving, games and more. 
+Coach collects statistics from the training process and supports advanced visualization techniques for debugging the agent being trained.
+
+
+
+Blog post from the Intel® Nervana™ website can be found [here](https://www.intelnervana.com/reinforcement-learning-coach-intel). 
+
+GitHub repository is [here](https://github.com/NervanaSystems/coach). 
+
+## Design
+
+<img src="img/design.png" alt="Coach Design" style="width: 800px;"/>
+
+
+