Q-learning algorithm in solving consensusability problem of discrete-time multi-agent systems

[1]  Lihua Xie,et al.  Network Topology and Communication Data Rate for Consensusability of Discrete-Time Multi-Agent Systems , 2011, IEEE Transactions on Automatic Control.

[2]  Richard M. Murray,et al.  Information flow and cooperative control of vehicle formations , 2004, IEEE Transactions on Automatic Control.

[3]  Wenwu Yu,et al.  An Overview of Recent Progress in the Study of Distributed Multi-Agent Coordination , 2012, IEEE Transactions on Industrial Informatics.

[4]  Frank L. Lewis,et al.  Model-free Q-learning designs for linear discrete-time zero-sum games with application to H-infinity control , 2007, Autom..

[5]  Hongjing Liang,et al.  Neural-Network-Based Event-Triggered Adaptive Control of Nonaffine Nonlinear Multiagent Systems With Dynamic Uncertainties , 2020, IEEE Transactions on Neural Networks and Learning Systems.

[6]  Reza Olfati-Saber,et al.  Flocking for multi-agent dynamic systems: algorithms and theory , 2006, IEEE Transactions on Automatic Control.

[7]  Lihua Xie,et al.  Consensusability of Multiagent Systems With Delay and Packet Dropout Under Predictor-Like Protocols , 2018, IEEE Transactions on Automatic Control.

[8]  U. Shaked.  Guaranteed stability margins for the discrete-time linear quadratic optimal regulator , 1986 .

[9]  Lin Huang,et al.  Consensus of Multiagent Systems and Synchronization of Complex Networks: A Unified Viewpoint , 2016, IEEE Transactions on Circuits and Systems I: Regular Papers.

[10]  Ali Saberi,et al.  H∞ almost state synchronization for homogeneous networks of non-introspective agents: A scale-free protocol design , 2020, Autom..

[11]  Frank L. Lewis,et al.  Multi-agent discrete-time graphical games and reinforcement learning solutions , 2014, Autom..

[12]  Jilie Zhang,et al.  The Decoupling Cooperative Control With Dominant Poles Assignment , 2022, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[13]  Wassim M. Haddad,et al.  Stability margins of discrete-time nonlinear nonquadratic optimal regulators , 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

[14]  Frank L. Lewis,et al.  Multi-agent differential graphical games , 2011, Proceedings of the 30th Chinese Control Conference.

[15]  Yan-Wu Wang,et al.  Optimal Persistent Monitoring Using Second-Order Agents With Physical Constraints , 2019, IEEE Transactions on Automatic Control.

[16]  Yan-Wu Wang,et al.  Distributed Control of Nonlinear Multiagent Systems With Unknown and Nonidentical Control Directions via Event-Triggered Communication , 2020, IEEE Transactions on Cybernetics.

[17]  Frank L. Lewis,et al.  Synchronization of discrete-time multi-agent systems on graphs using Riccati design , 2012, Autom..

[18]  Huaguang Zhang,et al.  LQR-Based Optimal Distributed Cooperative Design for Linear Discrete-Time Multiagent Systems , 2017, IEEE Transactions on Neural Networks and Learning Systems.

[19]  Frank L. Lewis,et al.  Lyapunov, Adaptive, and Optimal Design Techniques for Cooperative Systems on Directed Communication Graphs , 2012, IEEE Transactions on Industrial Electronics.

[20]  Alan J. Laub,et al.  A Schur Method for Solving Algebraic Rimti Equations , 1979 .