2 papers
math.OC2025
Linear Quadratic Mean Field Games under Heterogeneous Erroneous Initial Information
Yuxin Jin, Lu Ren, Wang Yao +1
In this paper, linear quadratic mean field games (LQMFGs) under heterogeneous erroneous initial information are investigated, focusing on how to achieve error correction by calcula…
cs.LG2025
A Constraint-Preserving Neural Network Approach for Solving Mean-Field Games Equilibrium
Jinwei Liu, Lu Ren, Wang Yao +1
Neural network-based methods have demonstrated effectiveness in solving high-dimensional Mean-Field Games (MFG) equilibria, yet ensuring mathematically consistent density-coupled e…