Reinforcement Learning in Non-Stationary Discrete-Time Linear-Quadratic
Mean-Field Games

Reinforcement Learning in Non-Stationary Discrete-Time Linear-Quadratic Mean-Field Games

9 September 2020

Muhammad Aneeq uz Zaman

Papers citing "Reinforcement Learning in Non-Stationary Discrete-Time Linear-Quadratic Mean-Field Games"

11 / 11 papers shown

Title
Stochastic Semi-Gradient Descent for Learning Mean Field Games with Population-Aware Function Approximation Chenyu Zhang Xu Chen Xuan Di 115 5 0 17 Feb 2025
Approximate Equilibrium Computation for Discrete-Time Linear-Quadratic Mean-Field Games Muhammad Aneeq uz Zaman Kai Zhang Erik Miehling Tamer Basar 47 16 0 30 Mar 2020
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms Kai Zhang Zhuoran Yang Tamer Basar 163 1,208 0 24 Nov 2019
Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games Zuyue Fu Zhuoran Yang Yongxin Chen Zhaoran Wang 86 54 0 16 Oct 2019
Online Planning for Decentralized Stochastic Control with Partial History Sharing Kai Zhang Erik Miehling Tamer Basar 28 14 0 06 Aug 2019
Finite-Sample Analysis For Decentralized Batch Multi-Agent Reinforcement Learning With Networked Agents Kai Zhang Zhuoran Yang Han Liu Tong Zhang Tamer Basar OffRL 51 26 0 06 Dec 2018
Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting Yue Wang Wei-neng Chen Yuting Liu Zhi-Ming Ma Tie-Yan Liu OffRL 37 39 0 21 Sep 2018
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents Kai Zhang Zhuoran Yang Han Liu Tong Zhang Tamer Basar 68 587 0 23 Feb 2018
Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator Maryam Fazel Rong Ge Sham Kakade M. Mesbahi 77 601 0 15 Jan 2018
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning Marc Lanctot V. Zambaldi A. Gruslys Angeliki Lazaridou K. Tuyls Julien Perolat David Silver T. Graepel 91 635 0 02 Nov 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 136 4,468 0 07 Jun 2017