# Training effective deep reinforcement learning agents for real-time life-cycle production optimization

> Research article (Journal of Petroleum Science and Engineering, 2021) · cited 151× · AI/ML

**Wikidata**: [openalex:W3212318690](https://www.wikidata.org/wiki/openalex:W3212318690)  
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