# An Efficient Model-Free Approach for Controlling Large-Scale Canals via Hierarchical Reinforcement Learning

> Research article (IEEE Transactions on Industrial Informatics, 2020) · cited 23× · AI/ML

**Wikidata**: [openalex:W3037533914](https://www.wikidata.org/wiki/openalex:W3037533914)  
**Source**: https://4ort.xyz/entity/an-efficient-model-free-approach-for-controlling-large-scale-canals-via-hierarchical-reinforcement-learning
