Sichen Wang

Depth over Fidelity in Fixed-Budget Noisy Evolution Strategies

Noisy evolution strategies commonly mitigate ranking uncertainty by improving per-generation fidelity—for example, by allocating budget to resampling candidates or using robust aggregation to stabilize the within-generation ordering. Under strict fixed evaluation budgets, however, any additional int…