# Faster and more diverse de novo molecular optimization with double-loop reinforcement learning using augmented SMILES

> Research article (Journal of Computer-Aided Molecular Design, 2023) · cited 20× · AI/ML

**Wikidata**: [openalex:W4381053688](https://www.wikidata.org/wiki/openalex:W4381053688)  
**Source**: https://4ort.xyz/entity/faster-and-more-diverse-de-novo-molecular-optimization-with-double-loop-reinforcement-learning-using-augmented-smiles