# Multi-agent reinforcement learning framework for real-time scheduling of pump and valve in water distribution networks

> Research article (Water Science & Technology Water Supply, 2023) · cited 13× · AI/ML

**Wikidata**: [openalex:W4383094240](https://www.wikidata.org/wiki/openalex:W4383094240)  
**Source**: https://4ort.xyz/entity/multi-agent-reinforcement-learning-framework-for-real-time-scheduling-of-pump-and-valve-in-water-distribution-networks