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

Published 26 Aug 2025 in cs.NE and cs.LG | (2508.19173v1)

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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