beam_surrogate

Summary

Best FA: -0.234
Oracle calls: 2,611
Method: Beam search with frozen surrogate, no DDPP fine-tuning

Algorithm

Beam search guided by a surrogate model (not FA oracle directly). Surrogate is frozen — no online learning/fine-tuning. Ablation showing that fine-tuning the model is necessary.

Files

results.json or metrics.json