Mean field LQG social optimization: a reinforcement learning approach

Cites Work

Unnamed Item
Unnamed Item
Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics
Multi-player non-zero-sum games: online adaptive learning solution of coupled Hamilton-Jacobi equations
Integral $Q$-learning and explorized policy iteration for adaptive optimal control of continuous-time linear systems
Rates of convergence for the policy iteration method for mean field games systems
Linear quadratic mean field social optimization: Asymptotic solvability and decentralized control
Mean field games. I: The stationary case
Model-free $Q$-learning designs for linear discrete-time zero-sum games with application to $H^\infty$ control
Mean field games
On stabilizability and exact observability of stochastic systems with their applications.
Mean field production output control with sticky prices: Nash and social solutions
To vaccinate or not to vaccinate: a comprehensive study of vaccination-subsidizing policies with multi-agent simulations and mean-field modeling
Mean field linear-quadratic control: uniform stabilization and social optimality
Linear quadratic mean field social control with common noise: a directly decoupling method
Social optima in mean field linear-quadratic-Gaussian models with control input constraint
Unified reinforcement Q-learning for mean field game and control problems
Linear-quadratic mean field stochastic zero-sum differential games
Large population stochastic dynamic games: closed-loop McKean-Vlasov systems and the Nash certainty equivalence principle
Mean field games models -- a brief survey
Policy iteration method for time-dependent mean field games systems with non-separable Hamiltonians
Elements for a Theory of Teams
Mean Field Games and Applications
A policy iteration method for mean field games
Linear matrix inequalities, Riccati equations, and indefinite stochastic linear quadratic controls
Dynamic Collective Choice: Social Optima
Proximal Methods for Stationary Mean Field Games with Local Couplings
Social Optima in Robust Mean Field LQG Control: From Finite to Infinite Horizon
Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games I: The Ergodic Case
Mean-Field Controls with Q-Learning for Cooperative MARL: Convergence and Complexity Analysis
Indefinite Linear Quadratic Mean Field Social Control Problems With Multiplicative Noise
Robust mean field social control problems with applications in analysis of opinion dynamics
Mean‐field games for multiagent systems with multiplicative noises
Large-Population Cost-Coupled LQG Problems With Nonuniform Agents: Individual-Mass Behavior and Decentralized $\varepsilon$-Nash Equilibria
Opinion Dynamics in Social Networks through Mean-Field Games
Mean Field Games and Mean Field Type Control Theory
Probabilistic Theory of Mean Field Games with Applications II
Social Optima in Mean Field LQG Control: Centralized and Decentralized Strategies
Mean Field Games: Numerical Methods
A Fully Discrete Semi-Lagrangian Scheme for a First Order Mean Field Game Problem
Stochastic Linear Quadratic Optimal Control Problem: A Reinforcement Learning Method
An addendum to the problem of zero-sum LQ stochastic mean-field dynamic games
Reinforcement learning for non-stationary discrete-time linear-quadratic mean-field games in multiple populations
Model-free policy iteration approach to NCE-based strategy design for linear quadratic Gaussian games

This page was built for publication: Mean field LQG social optimization: a reinforcement learning approach