# RL Course - Multiple ML Agents Training

**URL:** <https://discuss.huggingface.co/t/rl-course-multiple-ml-agents-training/31645>\
**Category:** Course\
**Created:** [February 13, 2023, 6:02pm UTC](https://discuss.huggingface.co/t/rl-course-multiple-ml-agents-training/31645 "2023-02-13T18:02:26Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![spatial](https://avatars.discourse-cdn.com/v4/letter/s/7993a0/32.png) [@spatial](https://discuss.huggingface.co/u/spatial)\
**Post date:** [February 13, 2023, 6:02pm UTC](https://discuss.huggingface.co/t/rl-course-multiple-ml-agents-training/31645/1 "2023-02-13T18:02:26Z")

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Hi,

These are the instructions.

" This hands-on will be different since to get correct results **you need to train your agents from 4 hours to 8 hours**. And given the risk of timeout in Colab, we advise you to train on your computer. You don’t need a supercomputer: a simple laptop is good enough for this exercise."

I think AMD Radeon Pro 5500M, the GPU on my Mac cannot be used for training locally. Is that correct ?  
Can Intel Iris(R) GPU with 7.8 GB be used ?  
Other options ?  
Are there instructions to use AWS GPUs somewhere. I am willing to use it and upload.

Thanks,  
Mohan

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**Author:** ![spatial](https://avatars.discourse-cdn.com/v4/letter/s/7993a0/32.png) [@spatial](https://discuss.huggingface.co/u/spatial)\
**Post date:** [February 18, 2023, 8:15am UTC](https://discuss.huggingface.co/t/rl-course-multiple-ml-agents-training/31645/2 "2023-02-18T08:15:46Z")

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Any help ? Anyone managed to use AWS ? Really need the certificate for the resume.  
Wondering more about the cost than the setup. I think it is a Jupyter server on AWS/Sagemaker.  
Thanks,  
Mohan

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<div class="post-metadata">

**Author:** ![spatial](https://avatars.discourse-cdn.com/v4/letter/s/7993a0/32.png) [@spatial](https://discuss.huggingface.co/u/spatial)\
**Post date:** [February 20, 2023, 8:31am UTC](https://discuss.huggingface.co/t/rl-course-multiple-ml-agents-training/31645/3 "2023-02-20T08:31:22Z")

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Hi,  
How do I log in to Discord to view the discussions ? I could ask there. Now my Unit 8 PPO notebook is not found even after I authorize github to access it.  
Thanks,  
Mohan