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MPI with hindsight experience replay #452

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jainachin opened this issue Aug 22, 2019 · 4 comments
Open

MPI with hindsight experience replay #452

jainachin opened this issue Aug 22, 2019 · 4 comments
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enhancement New feature or request question Further information is requested

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@jainachin
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Seems like multiprocess parallelization is not supported with HER. Is there a plan to support it?

@araffin
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araffin commented Aug 23, 2019

MPI support depends on the algorithm you use with HER. For instance, DDPG supports it but SAC, DQN and TD3 don't (cf #424).
There is no current plan to add support for the others for now. I would prefer adding support for vectorized environments.

@araffin araffin added enhancement New feature or request question Further information is requested labels Aug 23, 2019
@acyclics
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acyclics commented Oct 1, 2019

@araffin I want to give this enhancement a try (hands-on learning for myself). Would that be alright?

@araffin
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araffin commented Oct 1, 2019

Would that be alright?

Sure, for which algorithm?

@acyclics
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acyclics commented Oct 1, 2019

Would that be alright?

Sure, for which algorithm?

TD3

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