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Does it support distributed agents?

Open DazeHolic opened this issue 4 years ago • 4 comments

I wan to train a model with multy agents for speed up trainning. I know it support multi-agent in one scene. But my environment takes too much time to run and cost 60% CPU. So get more agents in one PC can't solve my problem. I want to train agents in several PCs.

How can I solve this problem?

Thanks!

DazeHolic avatar Jul 21 '20 08:07 DazeHolic

Hi, Distributed training is on our roadmap and we are currently working on it. It was announced in this blog post in the section ML-Agents Cloud. We do not yet have a release date...

vincentpierre avatar Jul 21 '20 16:07 vincentpierre

hey, vincentpierre. I'll always be waiting for this. Thank you for your efforts.

DazeHolic avatar Jul 22 '20 09:07 DazeHolic

We are so excited about Distributed RL, please inform us a soon as you start to work on it.

Hsgngr avatar Jul 30 '20 20:07 Hsgngr

@vincentpierre I'm working on a distributed training and started to explore more into the ML agents python API; plan on this is to run AWS ECS cluster, and I wonder if you would be able to give us some directions on the best approach to handle this one? I appreciate the support. I am looking forward to getting some feedback.

ghost avatar Sep 26 '21 23:09 ghost

This thread has been automatically locked since there has not been any recent activity after it was closed. Please open a new issue for related bugs.

github-actions[bot] avatar Nov 04 '22 20:11 github-actions[bot]