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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…
math.OC2021
A Fast Proximal Gradient Method and Convergence Analysis for Dynamic Mean Field Planning
Jiajia Yu, Rongjie Lai, Wuchen Li +1
In this paper, we propose an efficient and flexible algorithm to solve dynamic mean-field planning problems based on an accelerated proximal gradient method. Besides an easy-to-imp…