2 papers
math.OC2025
Joint Inference of Trajectory and Obstacle in Mean-Field Games via Bilevel Optimization
Han Huang, Jiajia Yu, Tianyi Chen +1
Mean field game (MFG) is an expressive modeling framework for systems with a continuum of interacting agents. While many approaches exist for solving the forward MFG, few have stud…
cs.LG2024
Unsupervised Solution Operator Learning for Mean-Field Games via Sampling-Invariant Parametrizations
Han Huang, Rongjie Lai
Recent advances in deep learning has witnessed many innovative frameworks that solve high dimensional mean-field games (MFG) accurately and efficiently. These methods, however, are…