Draguna Vrabie
TitleCited byYear
Optimal control (hardback)
FL LEWIS, D VRABIE, VL SYRMOS
4097*2012
Reinforcement learning and adaptive dynamic programming for feedback control
FL Lewis, D Vrabie
Circuits and Systems Magazine, IEEE 9 (3), 32-50, 2009
7612009
Adaptive optimal control for continuous-time linear systems based on policy iteration
D Vrabie, O Pastravanu, M Abu-Khalaf, FL Lewis
Automatica 45 (2), 477-484, 2009
4522009
Reinforcement learning and feedback control: Using natural decision methods to design optimal adaptive controllers
FL Lewis, D Vrabie, KG Vamvoudakis
IEEE Control Systems Magazine 32 (6), 76-105, 2012
4382012
Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems
D Vrabie, F Lewis
Neural Networks 22 (3), 237-246, 2009
3762009
Optimal adaptive control and differential games by reinforcement learning principles
D Vrabie, KG Vamvoudakis, FL Lewis
Inst of Engineering & Technology, 2012
1662012
Adaptive dynamic programming for online solution of a zero-sum differential game
D Vrabie, F Lewis
Journal of Control Theory and Applications 9 (3), 353-360, 2011
922011
Adaptive optimal controllers based on generalized policy iteration in a continuous-time framework
D Vrabie, K Vamvoudakis, F Lewis
2009 17th Mediterranean Conference on Control and Automation, 1402-1409, 2009
512009
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
462014
Integral Reinforcement Learning for online computation of feedback Nash strategies of nonzero-sum differential games
D Vrabie, F Lewis
Decision and Control (CDC), 2010 49th IEEE Conference on, 3066-3071, 2010
452010
Continuous-time ADP for linear systems with partially unknown dynamics
D Vrabie, M Abu-Khalaf, FL Lewis, Y Wang
2007 IEEE International Symposium on Approximate Dynamic Programming and …, 2007
392007
Parameter Estimation of a Building System Model and Impact of Estimation Error on Closed-Loop Performance
S Bengea, V Adetola, K Kang, MJ Liba, D Vrabie, R Bitmead, ...
38*
Adaptive optimal control algorithm for continuous-time nonlinear systems based on policy iteration
D Vrabie, FL Lewis
2008 47th IEEE Conference on Decision and Control, 73-79, 2008
342008
Online policy iteration based algorithms to solve the continuous-time infinite horizon optimal control problem
K Vamvoudakis, D Vrabie, F Lewis
Adaptive Dynamic Programming and Reinforcement Learning, 2009. ADPRL'09 …, 2009
202009
Sisteme automate cu regulatoare PID
C Lazăr, D Vrabie, S Carari
Editura MATRIXROM, Bucureşti, 2004
182004
Generalized policy iteration for continuous-time systems
D Vrabie, FL Lewis
2009 International Joint Conference on Neural Networks, 3224-3231, 2009
172009
Policy iteration for continuous-time systems with unknown internal dynamics
D Vrabie, O Pastravanu, FL Lewis
Control & Automation, 2007. MED'07. Mediterranean Conference on, 1-6, 2007
172007
Simulation and experimental demonstration of model predictive control in a building HVAC system
P Li, D Vrabie, D Li, SC Bengea, S Mijanovic, ZD O’Neill
Science and Technology for the Built Environment 21 (6), 721-732, 2015
142015
Adaptive Dynamic Programming algorithm for finding online the equilibrium solution of the two-player zero-sum differential game
D Vrabie, F Lewis
Neural Networks (IJCNN), The 2010 International Joint Conference on, 1-8, 2010
142010
Online Adaptive Optimal Control For Continuous-time Systems
D Vrabie
Electrical Engineering, 2010
142010
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