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Multi-armed bandit experiments #25727

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annikaschmid opened this issue Oct 22, 2024 · 0 comments
Open

Multi-armed bandit experiments #25727

annikaschmid opened this issue Oct 22, 2024 · 0 comments
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enhancement New feature or request team/experiments

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@annikaschmid
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annikaschmid commented Oct 22, 2024

Feature request

Is your feature request related to a problem?

Experiments are often designed to explore which variant leads to a better outcome (e.g. conversion). In a multi-armed bandit experiment, the winning variant is dynamically rolled out to more people, to maximise for "success" as defined by your experiment.

Describe the solution you'd like

  1. Set an experiment goal
  2. Launch the experiment
  3. As data comes in and it becomes clearer which variant is more successful, PostHog shifts more traffic to the winning variant

If you like this idea, please leave a 👍 or ❤️ reaction on this post to vote for it -- your votes and feedback help us prioritize what to work on next!

Please also let us know if there are any important functionalities that are not yet described in the initial list.

@annikaschmid annikaschmid added enhancement New feature or request team/experiments labels Oct 22, 2024
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