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math.OC2023
Machine Learning architectures for price formation models with common noise
Diogo Gomes, Julian Gutierrez, Mathieu Laurière
We propose a machine learning method to solve a mean-field game price formation model with common noise. This involves determining the price of a commodity traded among rational ag…
math.OC2022★ 1 cited
Machine Learning architectures for price formation models
Diogo Gomes, Julián Gutiérrez, Mathieu Laurière
Here, we study machine learning (ML) architectures to solve a mean-field games (MFGs) system arising in price formation models. We formulate a training process that relies on a min…