We address the problem to control a population of noncooperative heterogeneous agents,
each with convex cost function depending on the average population state, and all sharing a …

We consider continuous-time equilibrium seeking in a class of aggregative games with
strongly convex cost functions and affine coupling constraints. We propose simple …

We consider the problem of optimal charging of plug-in electric vehicles (PEVs). We treat
this problem as a multi-agent game, where vehicles/agents are heterogeneous since they …

We consider the problem of optimal charging of heterogeneous plug-in electric vehicles
(PEVs). We approach the problem as a multi-agent game in the presence of constraints and …

This article studies social optimal control of mean field linear-quadratic-Gaussian models
with uncertainty. Specially, the uncertainty is represented by an uncertain drift, which is …

This paper investigates the social optimality of linear quadratic mean field control systems
with unmodelled dynamics. The objective of agents is to optimise the social cost, which is …

This paper studies the connection between a class of mean-field games and a social welfare
optimization problem. We consider a mean-field game in function spaces with a large …

We consider continuous-time equilibrium seeking in monotone aggregative games with
coupling constraints. We propose semi-decentralized integral dynamics and prove their …

This note studies linear quadratic (LQ) mean field social optimization problems with non-
uniform agents and indefinite state weight, and analyzes the resulting linear system of …

We consider a multi-agent resource sharing problem that can be represented by a linear
program. The amount of resource to be shared is fixed, and each agent adds to the linear …