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Implement adaptive trust level stage scheduler #1

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amcadmus opened this issue Feb 28, 2022 · 0 comments
Open

Implement adaptive trust level stage scheduler #1

amcadmus opened this issue Feb 28, 2022 · 0 comments
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enhancement New feature or request exploration

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@amcadmus
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Implement the adaptive trust level scheduler. In each iteration this scheduler:

  1. sort the model deviation of all explored configurations.
  2. select a certain number of configurations of the highest model deviations as candidates.
  3. set the new trust level as the highest model deviation of the rest configurations
  4. the exploration stage converges when the trust level does not decrease.
@amcadmus amcadmus added enhancement New feature or request exploration labels Feb 28, 2022
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