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[Feature Request] Add batch support to CEM #131

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luisenp opened this issue Oct 1, 2021 · 0 comments
Open

[Feature Request] Add batch support to CEM #131

luisenp opened this issue Oct 1, 2021 · 0 comments
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enhancement New feature or request good first issue Good for newcomers
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v0.2.0

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@luisenp
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luisenp commented Oct 1, 2021 •
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🚀 Feature Request

Add a batch dimension to all operations in CEM so that it can optimize several problems at once.

Motivation

The current implementation of our CEM optimizer only supports one optimization problem, which means that, for example, it cannot be used to compute action for several observations in parallel, which in turn slows down model evaluation.

Is your feature request related to a problem? Please describe.

Pitch

Add batch support to all operations involved in CEM, so that the return is an optimal value for each element in the batch.
@luisenp luisenp added enhancement New feature or request good first issue Good for newcomers labels Oct 1, 2021
@luisenp luisenp added this to the v0.2.0 milestone Oct 1, 2021
@luisenp luisenp mentioned this issue Oct 1, 2021
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@luisenp luisenp changed the title Add batch support to CEM [Feature Request] Add batch support to CEM Oct 1, 2021
@luisenp luisenp pinned this issue Oct 1, 2021
@luisenp luisenp unpinned this issue Oct 1, 2021
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enhancement New feature or request good first issue Good for newcomers
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