Leveraging Evolutionary Surrogate-Assisted Prescription in Multi-Objective Chlorination Control Systems

August 26, 2025 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Rivaaj Monsia, Olivier Francon, Daniel Young, Risto Miikkulainen arXiv ID 2508.19173 Category cs.NE: Neural & Evolutionary Cross-listed cs.LG Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
This short, written report introduces the idea of Evolutionary Surrogate-Assisted Prescription (ESP) and presents preliminary results on its potential use in training real-world agents as a part of the 1st AI for Drinking Water Chlorination Challenge at IJCAI-2025. This work was done by a team from Project Resilience, an organization interested in bridging AI to real-world problems.
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