Online actor–critic algorithm to solve the continuous-time infinite horizon optimal control problem KG Vamvoudakis, FL Lewis Automatica 46 (5), 878-888, 2010 | 1478 | 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 | 1053 | 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 | 754 | 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 | 557 | 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 | 506 | 2010 |
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 | 497 | 2012 |
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 | 465 | 2011 |
Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles D Vrabie, KG Vamvoudakis, FL Lewis IET Press, 2012 | 361 | 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 | 268 | 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 | 259 | 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 | 252 | 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 | 218 | 2017 |
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 | 171 | 2017 |
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 | 167 | 2015 |
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 | 165 | 2016 |
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 | 163 | 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 | 124 | 2017 |
Detection in Adversarial Environments KG Vamvoudakis, JP Hespanha, B Sinopoli, Y Mo Automatic Control, IEEE Transactions on, 2014 | 118 | 2014 |
Model-free event-triggered control algorithm for continuous-time linear systems with optimal performance KG Vamvoudakis, H Ferraz Automatica 87, 412-420, 2018 | 117 | 2018 |
A Moving Target Defense Control Framework for Cyber-Physical Systems A Kanellopoulos, KG Vamvoudakis IEEE Transactions on Automatic Control 65 (3), 1029-1043, 2020 | 101 | 2020 |