Self-Improvement Imitation with Biologically Guided Search for Protein Design Under Oracle Budgets

Ashima Khanna, Dominik Grimm

Protein sequence optimization under tight oracle budgets requires methods that explore vast combinatorial spaces while making each evaluation informative. Existing reinforcement le…