A implementation example of reinforcement learning

mina saran 20 Reputation points
2023-05-30T23:37:09.8966667+00:00

I am new to Azure Machine learning but I want to use reinforcement learning as my algorithm, is there any matural examples / guidance I can refer to for it?

I want to use Machine learning studio as my platform.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. YutongTie-MSFT 44,966 Reputation points
    2023-05-31T02:39:08.0833333+00:00

    Hello @mina saran

    Thanks for reaching out to us, there is a blog which introduces how Azure Machine Learning - blog

    We recommend customers use Ray-on-AML library to facilitate execution of reinforcement learning experiments on Azure Machine Learning. The sample notebooks referenced in this section are updated accordingly to use Ray on AML library.

    This is an introduction to the Azure Machine Learning Reinforcement Learning (Public Preview) using the Ray framework.

    Reinforcement learning support in Azure Machine Learning service enables data scientists to scale training to many powerful CPU or GPU enabled VMs using Azure Machine Learning compute clusters which automatically provision, manage, and scale down these VMs to help manage your costs.

    Using these samples, you will learn how to do the following.

    1. Use an Azure Machine Learning workspace, set up virtual network and create compute clusters for distributed training.
    2. Train reinforcement learning agents using Ray RLlib.

    I hope this helps, please let me know if you need more help.

    Regards,

    Yutong

    -Please kindly accept the answer and vote 'Yes' if you feel helpful to support the community, thanks a lot.

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