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  ## Usage (with ML-Agents)
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  The Documentation: https://unity-technologies.github.io/ml-agents/ML-Agents-Toolkit-Documentation/
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- We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
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- - A *short tutorial* where you teach Huggy the Dog 🐶 to fetch the stick and then play with him directly in your
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- browser: https://huggingface.co/learn/deep-rl-course/unitbonus1/introduction
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- - A *longer tutorial* to understand how works ML-Agents:
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- https://huggingface.co/learn/deep-rl-course/unit5/introduction
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-
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  ### Resume the training
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  ```bash
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  mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
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- ```
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-
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- ### Watch your Agent play
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- You can watch your agent **playing directly in your browser**
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-
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- 1. If the environment is part of ML-Agents official environments, go to https://huggingface.co/unity
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- 2. Step 1: Find your model_id: mttpv/ppo-PyramidsRND
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- 3. Step 2: Select your *.nn /*.onnx file
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- 4. Click on Watch the agent play 👀
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-
 
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  ## Usage (with ML-Agents)
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  The Documentation: https://unity-technologies.github.io/ml-agents/ML-Agents-Toolkit-Documentation/
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  ### Resume the training
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  ```bash
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  mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
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+ ```