# Reinforced Imitation: Sample Efficient Deep Reinforcement Learning for Mapless Navigation by Leveraging Prior Demonstrations

> Research article (IEEE Robotics and Automation Letters, 2018) · cited 197× · AI/ML

**Wikidata**: [openalex:W2963129648](https://www.wikidata.org/wiki/openalex:W2963129648)  
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