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2 changes: 1 addition & 1 deletion docs/Training-Plugins.md
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ML-Agents provides support for running your own python implementations of specific interfaces during the training
process. These interfaces are currently fairly limited, but will be expanded in the future.

** Note ** Plugin interfaces should currently be considered "in beta", and they may change in future releases.
**Note:** Plugin interfaces should currently be considered "in beta", and they may change in future releases.

## How to Write Your Own Plugin
[This video](https://www.youtube.com/watch?v=fY3Y_xPKWNA) explains the basics of how to create a plugin system using
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