HARBOR formalizes harness optimization as constrained noisy Bayesian optimization over mixed-variable spaces and reports a case study where it outperforms manual tuning on a production coding agent.
BOHB: Robust and Efficient Hyperparameter Optimization at Scale.ICML, 2018
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HARBOR: Automated Harness Optimization
HARBOR formalizes harness optimization as constrained noisy Bayesian optimization over mixed-variable spaces and reports a case study where it outperforms manual tuning on a production coding agent.