# Testing the limits of SMILES-based de novo molecular generation with curriculum and deep reinforcement learning

> Research article (Nature Machine Intelligence, 2023) · cited 46× · AI/ML

**Wikidata**: [openalex:W4362589790](https://www.wikidata.org/wiki/openalex:W4362589790)  
**Source**: https://4ort.xyz/entity/testing-the-limits-of-smiles-based-de-novo-molecular-generation-with-curriculum-and-deep-reinforcement-learning