Gaussian process

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04:00

2026-09-22

arxiv.org

machine-learning

Hierarchical Bayesian optimization of an aircraft-based multi-agent system-of-systems

A hierarchical Bayesian optimization framework using Gaussian process meta-modeling improved search efficiency and robustness over conventional surrogate-based methods for complex System-of-Systems ar…

04:00

2026-08-03

arxiv.org

machine-learning

An analysis of machine learning approaches for enhancing decision-making in complex discrete choice tasks

A study published on arXiv (2607.28854v1) evaluated four machine learning models for discrete choice modeling in policy preference elicitation, finding that semi-parametric and non-parametric models g…

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machine learning 2 ai research 1 ai agents 1