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Is it possible to run several simulations in parallel? #112

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DeeDive opened this issue Jun 29, 2022 · 1 comment
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Is it possible to run several simulations in parallel? #112

DeeDive opened this issue Jun 29, 2022 · 1 comment
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@DeeDive
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DeeDive commented Jun 29, 2022

Dear authors!

Thanks for the great interface. I am wondering that is it possible to run several simulations in parallel? Or maybe this is more of a question related to webots. By doing that we can speed up the evaluations significantly.

Millions of thanks in advance!

@tsampazk tsampazk added the question Further information is requested label Jun 29, 2022
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tsampazk commented Jun 29, 2022

Hey @DeeDive! Thank you for your interest in deepbots. Unfortunately, no, deepbots doesn't support parallel simulations by default.

You could use deepbots to build something though, e.g. using the emitter-receiver scheme and add multiple robots to a world and gather experience from all of them simultaneously, speeding up the training. This would require creating a communication scheme between the robots and the supervisor.

You can take a look at the work done on this PR.

@aidudezzz aidudezzz locked and limited conversation to collaborators Jun 30, 2022
@tsampazk tsampazk converted this issue into discussion #113 Jun 30, 2022

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