# FNPG-NH: A Reinforcement Learning Framework for Flexible Needle Path Generation With Nonholonomic Constraints

> Research article (IEEE Robotics and Automation Letters, 2023) · cited 19× · AI/ML

**Wikidata**: [openalex:W4385453581](https://www.wikidata.org/wiki/openalex:W4385453581)  
**Source**: https://4ort.xyz/entity/fnpg-nh-a-reinforcement-learning-framework-for-flexible-needle-path-generation-with-nonholonomic-constraints
