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Add Pathwise Thompson Sampling Acquisition Function#751

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jduerholt wants to merge 4 commits intomainfrom
feature/thompson_sampling
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Add Pathwise Thompson Sampling Acquisition Function#751
jduerholt wants to merge 4 commits intomainfrom
feature/thompson_sampling

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@jduerholt
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Motivation

This PR adds the pathwise Thompson Sampling ACQF to BoFire which is based on Matheron Samples.

Have you read the Contributing Guidelines on pull requests?

Yes.

Have you updated CHANGELOG.md?

Yes.

Test Plan

Unit tests, currently failing since it is not yet in BoFire main, so we should wait with merging it until it is in BoFire main. But we can review it already before.

@jduerholt jduerholt requested a review from bertiqwerty April 13, 2026 13:54
@jduerholt
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@bertiqwerty: can you review this? Failing tests are due to the botorch version ...

@bertiqwerty
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Why are all tests failing? Not only against latest botorch?

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2 participants