Kyriakos G. Vamvoudakis

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F.L. Lewisprofessor of electrical engineering, The University of Texas at ArlingtonVerified email at uta.edu
Hamidreza ModaresAssociate Professor, Michigan State UniversityVerified email at msu.edu
Aris KanellopoulosKTH Royal Institute of TechnologyVerified email at kth.se
Draguna VrabiePacific Northwest National LaboratoryVerified email at pnnl.gov
Joao HespanhaUniversity of California, Santa BarbaraVerified email at ucsb.edu
Filippos FotiadisPostdoctoral Researcher, The University of Texas at AustinVerified email at utexas.edu
Yongliang YangUniversity of WarwickVerified email at warwick.ac.uk
Nick-Marios T. KokolakisPostdoctoral Researcher, University of PennsylvaniaVerified email at seas.upenn.edu
Warren DixonDistinguished Professor, University of FloridaVerified email at ufl.edu
Donald C Wunsch IIMissouri University of Science and TechnologyVerified email at mst.edu
George P. KontoudisAssistant Professor, Colorado School of MinesVerified email at mines.edu
Bahare KiumarsiAssistant Professor, Michigan State UniversityVerified email at msu.edu
Zhong-Ping JiangInstitute Professor, Tandon School of Engineering, NYUVerified email at nyu.edu
Wassim M. HaddadSchool of Aerospace Engineering, Georgia Institute of TechnologyVerified email at aerospace.gatech.edu
Lijing ZhaiPhD Student, Georgia Institute of TechnologyVerified email at gatech.edu
Mohammed Abouheaf, PhD, P.Eng., S...Associate Professor of Intelligent Control Systems and Machine Learning, School of EngineeringVerified email at bgsu.edu
Henrique FerrazDepartment of Electrical and Computer Engineering, University of California, Santa BarbaraVerified email at ece.ucsb.edu
Marcus JohnsonNASA Ames Research CenterVerified email at nasa.gov
Shubhendu BhasinIndian Institute of Technology DelhiVerified email at ee.iitd.ac.in
Rushikesh KamalapurkarUniversity of FloridaVerified email at ufl.edu

Kyriakos G. Vamvoudakis

Dutton-Ducoffe Endowed Professor, School of Aerospace Engineering, Georgia Institute of Technology

Verified email at gatech.edu - Homepage

Control Theory Reinforcement Learning Cyber-Physical Systems Game Theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Online actor–critic algorithm to solve the continuous-time infinite horizon optimal control problem KG Vamvoudakis, FL Lewis Automatica 46 (5), 878-888, 2010	1809	2010
Reinforcement learning and feedback control: Using natural decision methods to design optimal adaptive controllers FL Lewis, D Vrabie, KG Vamvoudakis Control Systems, IEEE 32 (6), 76-105, 2012	1257	2012
Optimal and autonomous control using reinforcement learning: A survey B Kiumarsi, KG Vamvoudakis, H Modares, FL Lewis IEEE transactions on neural networks and learning systems 29 (6), 2042-2062, 2017	1007	2017
A novel actor–critic–identifier architecture for approximate optimal control of uncertain nonlinear systems S Bhasin, R Kamalapurkar, M Johnson, KG Vamvoudakis, FL Lewis, ... Automatica, 2012	688	2012
Multi-agent differential graphical games: Online adaptive learning solution for synchronization with optimality KG Vamvoudakis, FL Lewis, GR Hudas Automatica 48 (8), 1598-1611, 2012	599	2012
Reinforcement learning for partially observable dynamic processes: Adaptive dynamic programming using measured output data FL Lewis, KG Vamvoudakis IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2010	590	2010
Multi-player non-zero-sum games: Online adaptive learning solution of coupled Hamilton–Jacobi equations KG Vamvoudakis, FL Lewis Automatica 47 (8), 1556-1569, 2011	556	2011
Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles D Vrabie, KG Vamvoudakis, FL Lewis IET Press, 2012	434	2012
Multi-agent discrete-time graphical games and reinforcement learning solutions MI Abouheaf, FL Lewis, KG Vamvoudakis, S Haesaert, R Babuska Automatica 50 (12), 3038-3053, 2014	317	2014
Event-triggered optimal adaptive control algorithm for continuous-time nonlinear systems KG Vamvoudakis IEEE/CAA Journal of Automatica Sinica 1 (3), 282-293, 2014	308	2014
Online solution of nonlinear two‐player zero‐sum games using synchronous policy iteration KG Vamvoudakis, FL Lewis International Journal of Robust and Nonlinear Control 22 (13), 1460-1483, 2012	298	2012
Q-learning for continuous-time linear systems: A model-free infinite horizon optimal control approach KG Vamvoudakis Systems & Control Letters 100, 14-20, 2017	263	2017
Multi-agent zero-sum differential graphical games for disturbance rejection in distributed control Q Jiao, H Modares, S Xu, FL Lewis, KG Vamvoudakis Automatica 69, 24-34, 2016	222	2016
Asymptotically stable adaptive–optimal control algorithm with saturating actuators and relaxed persistence of excitation KG Vamvoudakis, MF Miranda, JP Hespanha IEEE transactions on neural networks and learning systems 27 (11), 2386-2398, 2015	210	2015
Game theory-based control system algorithms with real-time reinforcement learning: How to solve multiplayer games online KG Vamvoudakis, H Modares, B Kiumarsi, FL Lewis IEEE Control Systems Magazine 37 (1), 33-52, 2017	208	2017
Online adaptive algorithm for optimal control with integral reinforcement learning KG Vamvoudakis, D Vrabie, FL Lewis International Journal of Robust and Nonlinear Control 24 (17), 2686-2710, 2014	198	2014
Event‐triggered optimal tracking control of nonlinear systems KG Vamvoudakis, A Mojoodi, H Ferraz International Journal of Robust and Nonlinear Control 27 (4), 598-619, 2017	144	2017
Model-free event-triggered control algorithm for continuous-time linear systems with optimal performance KG Vamvoudakis, H Ferraz Automatica 87, 412-420, 2018	143	2018
A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management SPH Boroujeni, A Razi, S Khoshdel, F Afghah, JL Coen, L O’Neill, P Fule, ... Information Fusion 108, 102369, 2024	142	2024
A Moving Target Defense Control Framework for Cyber-Physical Systems A Kanellopoulos, KG Vamvoudakis IEEE Transactions on Automatic Control 65 (3), 1029-1043, 2020	141	2020

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