mlsanityData to 14 Oct 2026

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

arXiv 2508.19173 ↗First posted 26 Aug 2025cs.NE cs.LGcited by 0

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Abstract (arXiv)

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.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 1 of its 2 references that are in the map. First posted on arXiv 26 Aug 2025.

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References · 1

  1. 2020Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescriptioncited by 7

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