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Explore some RL magic with bluesky to optimize the alignment process #21

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stan-dot opened this issue Aug 28, 2024 · 1 comment
Open

Explore some RL magic with bluesky to optimize the alignment process #21

stan-dot opened this issue Aug 28, 2024 · 1 comment
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dependencies Pull requests that update a dependency file enhancement New feature or request

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@stan-dot
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the initial naive implementation scans the entire energy domain. scanning is the most time-intensive part of the process.
various methods could be used to speed this up
https://autonomous-discovery.lbl.gov/what-is-case
https://docs.ray.io/en/latest/rllib/rllib-env.html
@stan-dot stan-dot added enhancement New feature or request dependencies Pull requests that update a dependency file labels Aug 28, 2024
@stan-dot
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this might be of interest
https://github.com/ChristopherMayes/Xopt

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