# Almost surely safe exploration and exploitation for deep reinforcement learning with state safety estimation

> Research article (Information Sciences, 2024) · cited 15× · AI/ML

**Wikidata**: [openalex:W4391667216](https://www.wikidata.org/wiki/openalex:W4391667216)  
**Source**: https://4ort.xyz/entity/almost-surely-safe-exploration-and-exploitation-for-deep-reinforcement-learning-with-state-safety-estimation