Linear-Quadratic Mean-Field-Type Games With Multiple Input Constraints

被引:13
|
作者
Barreiro-Gomez, Julian [1 ]
Duncan, Tyrone E. [2 ]
Tembine, Hamidou [1 ]
机构
[1] New York Univ Abu Dhabi, Engn Div, Learning & Game Theory Lab, Abu Dhabi 129188, U Arab Emirates
[2] Univ Kansas, Dept Math, Lawrence, KS 66044 USA
来源
IEEE CONTROL SYSTEMS LETTERS | 2019年 / 3卷 / 03期
基金
美国国家科学基金会;
关键词
Constrained mean-field-type games; mean-variance minimization; direct method;
D O I
10.1109/LCSYS.2019.2911662
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this letter, we study a class of constrained linear-quadratic mean-field-type games. The considered system dynamics are described including some mean-field terms, i.e., the expectation of both the system states and the control inputs. We obtain a semi-explicit solution for the problem by using the direct method in combination with some auxiliary dynamics that guarantee the satisfaction of the multiple input coupled constraints. Finally, a proof-of-concept example is presented in order to show the appropriate performance of the proposed approach.
引用
收藏
页码:511 / 516
页数:6
相关论文
共 50 条
  • [21] Policy Optimization for Linear-Quadratic Zero-Sum Mean-Field Type Games
    Carmona, Rene
    Hamidouche, Kenza
    Lauriere, Mathieu
    Tan, Zongjun
    [J]. 2020 59TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2020, : 1038 - 1043
  • [22] LINEAR-QUADRATIC-GAUSSIAN MIXED MEAN-FIELD GAMES WITH HETEROGENEOUS INPUT CONSTRAINTS
    Hu, Ying
    Huang, Jianhui
    Nie, Tianyang
    [J]. SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2018, 56 (04) : 2835 - 2877
  • [23] Distributed Planning in Mean-Field-Type Games
    Tembine, Hamidou
    [J]. IFAC PAPERSONLINE, 2020, 53 (02): : 2183 - 2188
  • [24] Linear Quadratic Mean-Field Games with Communication Constraints
    Aggarwal, Shubham
    Zaman, Muhammad Aneeq uz
    Basar, Tamer
    [J]. 2022 AMERICAN CONTROL CONFERENCE, ACC, 2022, : 1323 - 1329
  • [25] Mean-field linear-quadratic stochastic differential games in an infinite horizon
    Li, Xun
    Shi, Jingtao
    Yong, Jiongmin
    [J]. ESAIM-CONTROL OPTIMISATION AND CALCULUS OF VARIATIONS, 2021, 27
  • [26] Linear-quadratic mean field stochastic zero-sum differential games
    Moon, Jun
    [J]. AUTOMATICA, 2020, 120
  • [27] Backward-forward linear-quadratic mean-field Stackelberg games
    Kehan Si
    Zhen Wu
    [J]. Advances in Difference Equations, 2021
  • [28] Backward-forward linear-quadratic mean-field Stackelberg games
    Si, Kehan
    Wu, Zhen
    [J]. ADVANCES IN DIFFERENCE EQUATIONS, 2021, 2021 (01)
  • [29] LINEAR-QUADRATIC MEAN FIELD GAMES OF CONTROLS WITH NON-MONOTONE DATA
    LI, Min
    Mou, Chenchen
    Wu, Zhen
    Zhou, Chao
    [J]. TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY, 2023, 376 (06) : 4105 - 4143
  • [30] ε-Nash mean-field games for general linear-quadratic systems with applications
    Xu, Ruimin
    Zhang, Feng
    [J]. AUTOMATICA, 2020, 114