6 papers · 1 filter
Asynchronous Replanning in Two Population Linear Quadratic Mean Field Games: Information Requirements and Stability
Yuxin Jin, Wang Yao, Xiao Zhang
We study asynchronous replanning in a two population linear quadratic mean field game in which the populations may begin from different beliefs and hence use different plans. Each…
Partially Observed Mean Field Games Without Perfect Recall: Optimality Conditions and Equilibria
Xuanping Zhang, Xiao Zhang, Wang Yao
This paper studies partially observed mean field games without perfect recall (WPR). The representative agent observes a noisy signal, but the control at time \(t\) uses only \(\ma…
Major-Minor LQ Mean Field Games with Erroneous Initial Information: Distributed Error Estimation and Strategy Modification
Yuxin Jin, Haotian Wang, Wang Yao +1
This paper studies major-minor linear-quadratic mean field games (MMLQMFGs) with erroneous initial information under a constrained observation structure. Each minor agent observes…
Initial Error Tolerant Distributed Mean Field Control under Partial and Discrete Information
Yuxin Jin, Haotian Wang, Wang Yao +1
In this paper, an initial error tolerant distributed mean field control method under partial and discrete information is introduced, where each agent only has discrete observations…
Linear Quadratic Mean Field Games under Heterogeneous Erroneous Initial Information
Yuxin Jin, Lu Ren, Wang Yao +1
We study a finite-horizon linear--quadratic mean field game with heterogeneous observations of the initial mean field. These observations may be erroneous and are used by agents to…
Social optimum of finite mean field games: existence and uniqueness of equilibrium solutions in the finite horizon and stationary solutions in the infinite horizon
Zijia Niu, Sanjin Huang, Lu Ren +2
In this paper, we consider the social optimal problem of discrete time finite state space mean field games (referred to as finite mean field games [1]). Unlike the individual optim…