Surrogate Bayesian Networks for Approximating Evolutionary Games

V Hsiao, DS Nau, B Pezeshki… - … Conference on Artificial …, 2024 - proceedings.mlr.press
Spatial evolutionary games are used to model large systems of interacting agents. In earlier
work, a method was developed using Bayesian Networks to approximate the population …

Fast Fourier Transform Reductions for Bayesian Network Inference

V Hsiao, D Nau, R Dechter - International Conference on …, 2022 - proceedings.mlr.press
Bayesian Networks are useful for analyzing the properties of systems with large populations
of interacting agents (eg, in social modeling applications and distributed service …

An Approximation Framework for Large-Scale Spatial Games

V Hsiao - 2023 - search.proquest.com
Game theoretic modeling paradigms such as Evolutionary Games and Mean Field Games
(MFG) are used to model a variety of multi-agent systems in which the agents interact in a …