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The no-new-seed conjecture for knowledge gradient with common random numbers
No-new-seed conjecture. In this setting, the true myopically optimal behaviour is never to evaluate a new seed, namely
Conjectureopenbayesian-optimization common-random-numbers knowledge-gradientarXiv posted 2 days ago

The no-new-seed conjecture for knowledge gradient with common random numbers