Signatured Deep Fictitious Play for Mean Field Games with Common Noise

Ming Min, Ruimeng Hu

Existing deep learning methods for solving mean-field games (MFGs) with common noise fix the sampling common noise paths and then solve the corresponding MFGs. This leads to a nest…