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Surrogate-Agent Modeling for Improved Training
2014Computer-aided practice can help improve personnel training for demanding scenarios in terms of time and quality. In this paper, we concentrate on asymmetrical conflicts, such as a unit that deals with hostile crowds robbing a store, with the aim of preventing further criminal activity and at the same time minimizing physical and emotional damage.
Ales Tavcar +4 more
openaire +1 more source
Optimization with Surrogate Models
2013In this chapter, we show how artificial curiosity can be used to focus on the most pertinent search points in black-box optimization. We present a novel response surface method, which employs a memory-based model to estimate the interestingness of each candidate point using Gaussian process regression.
openaire +1 more source
Reduced order and surrogate models for gravitational waves
Living Reviews in Relativity, 2022Manuel Tiglio, Aaron Villanueva
exaly
OTL-PEM: An Optimization-Based Two-Layer Pointwise Ensemble of Surrogate Models
Journal of Mechanical Design, Transactions of the ASME, 2022Xueguan Song, Pang Yong, Song Xueguan
exaly
Fundamentals of Surrogate Modeling and Surrogate-Assisted Optimization
2023Anna Pietrenko-Dabrowska +1 more
openaire +1 more source
Uncertainty in Surrogate Models
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion, 2016openaire +1 more source
Surrogate Models in Rock and Soil Mechanics: Integrating Numerical Modeling and Machine Learning
Rock Mechanics and Rock Engineering, 2022Jason Furtney, Wei Fu
exaly

