Article

A Diagnostic Framework for Auditing Validation-Driven Adaptive Reward Weighting in Molecular Generation

2026-07-28

Abstract excerpt

<title>Abstract</title> <p>Adaptive reward weighting is often proposed as an improvement over fixed scalarization in multi-objective molecular generation, but a controller can appear successful by reacting to altered temporal noise, repeatedly optimizing its own feedback oracle, or benefiting from unmatched validation computation. We developed a diagnostic framework that separates generator reward, controller fee...

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Literature Corpus work: bf57edb7-d011-56c3-a97d-5f7fe9cfeab1
DOI: 10.21203/rs.3.rs-10430266/v1

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