Using Machine Learning to Emulate Agent-Based Simulations

Claudio Angione, Eric Silverman, Elisabeth Yaneske

In this proof-of-concept work, we evaluate the performance of multiple machine-learning methods as statistical emulators for use in the analysis of agent-based models (ABMs). Analy…