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26 lines
1.1 KiB
Markdown
26 lines
1.1 KiB
Markdown
# What is Coach?
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## Motivation
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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.
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## Solution
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Coach is a python environment which models the interaction between an agent and an environment in a modular way.
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With Coach, it is possible to model an agent by combining various building blocks, and training the agent on multiple environments.
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The available environments allow testing the agent in different practical fields such as robotics, autonomous driving, games and more.
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Coach collects statistics from the training process and supports advanced visualization techniques for debugging the agent being trained.
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Blog post from the Intel® AI website can be found [here](https://ai.intel.com/reinforcement-learning-coach-intel/).
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GitHub repository is [here](https://github.com/NervanaSystems/coach).
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## Design
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<img src="img/design.png" alt="Coach Design" style="width: 800px;"/>
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