Draguna Vrabie

Citované v

	Všetky	Od 2018
Citácie	12013	6252
h-index	25	23
i10-index	55	45

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Verejný prístup

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53 článkov

7 článkov

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Na základe mandátov na financovanie

Spoluautori

F.L. Lewisprofessor of electrical engineering, The University of Texas at ArlingtonOverená e-mailová adresa na: uta.edu
Jan DrgonaPacific Northwest National Laboratory, Richland, WA, United StatesOverená e-mailová adresa na: pnnl.gov
Kyriakos G. VamvoudakisDutton-Ducoffe Endowed Professor, School of Aerospace Engineering, Georgia Institute of TechnologyOverená e-mailová adresa na: gatech.edu
Aaron TuorPacific Northwest National LaboratoryOverená e-mailová adresa na: pnnl.gov
Sen HuangOak Ridge National LaboratoryOverená e-mailová adresa na: ornl.gov
Helsen LieveProfessor of Mechanical Engineering, KU LeuvenOverená e-mailová adresa na: mech.kuleuven.be
Murad Abu-KhalafMassachusetts Institute of TechnologyOverená e-mailová adresa na: csail.mit.edu
Vassilis SyrmosUniversity of HawaiiOverená e-mailová adresa na: hawaii.edu
Michael WetterLBNL, Berkeley, CAOverená e-mailová adresa na: lbl.gov
David H. BlumComputational Research Scientist/Engineer, Lawrence Berkeley National LaboratoryOverená e-mailová adresa na: lbl.gov
Yan ChenPacific Northwest National LaboratoryOverená e-mailová adresa na: pnnl.gov
Javier ArroyoKU LeuvenOverená e-mailová adresa na: kuleuven.be
Arnab BhattacharyaPacific Northwest National LaboratoryOverená e-mailová adresa na: pnnl.gov
Wangda ZuoProfessor, Pennsylvania State UniversityOverená e-mailová adresa na: psu.edu
Vikas ChandanSenior Scientist, CrossnokayeOverená e-mailová adresa na: crossnokaye.com
Soumya VasishtPacific Northwest National Laboratory | University of WashingtonOverená e-mailová adresa na: uw.edu
Octavian PastravanuTechnical University "Gh. Asachi" of Iasi, RomaniaOverená e-mailová adresa na: ac.tuiasi.ro
Soumya KunduPacific Northwest National Laboratory, University of VermontOverená e-mailová adresa na: pnnl.gov
Teja KurugantiDistinguished R&D Staff, Oak Ridge National LaboratoryOverená e-mailová adresa na: ornl.gov
Piljae ImOak Ridge National LaboratoryOverená e-mailová adresa na: ornl.gov

Sledovať

Draguna Vrabie

Pacific Northwest National Laboratory

Overená e-mailová adresa na: pnnl.gov

Control Systems and Machine Learning


Názov Zoradiť podľa citácií Zoradiť podľa roka Zoradiť podľa názvu	Citované v Citované v	Rok
Optimal control (hardback) FL LEWIS, D VRABIE, VL SYRMOS	5913*	2012
Reinforcement learning and adaptive dynamic programming for feedback control FL Lewis, D Vrabie Circuits and Systems Magazine, IEEE 9 (3), 32-50, 2009	1366	2009
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	938	2012
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	768	2009
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	605	2009
All you need to know about model predictive control for buildings J Drgoňa, J Arroyo, IC Figueroa, D Blum, K Arendt, D Kim, EP Ollé, ... Annual Reviews in Control 50, 190-232, 2020	409	2020
Optimal adaptive control and differential games by reinforcement learning principles D Vrabie, KG Vamvoudakis, FL Lewis Inst of Engineering & Technology, 2012	310	2012
Adaptive dynamic programming for online solution of a zero-sum differential game D Vrabie, F Lewis Journal of Control Theory and Applications 9, 353-360, 2011	136	2011
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	132	2014
Physics-constrained deep learning of multi-zone building thermal dynamics J Drgoňa, AR Tuor, V Chandan, DL Vrabie Energy and Buildings 243, 110992, 2021	69	2021
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	65	2010
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	64	2009
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, ... 2011 50th IEEE Conference on Decision and Control and European Control …, 2011	58	2011
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	55	2008
Sensor impacts on building and HVAC controls: A critical review for building energy performance Y Bae, S Bhattacharya, B Cui, S Lee, Y Li, L Zhang, P Im, V Adetola, ... Advances in Applied Energy 4, 100068, 2021	50	2021
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	48	2007
Building optimization testing framework (BOPTEST) for simulation-based benchmarking of control strategies in buildings D Blum, J Arroyo, S Huang, J Drgoňa, F Jorissen, HT Walnum, Y Chen, ... Journal of Building Performance Simulation 14 (5), 586-610, 2021	44	2021
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	43	2009
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	41	2015
Prototyping the BOPTEST framework for simulation-based testing of advanced control strategies in buildings D Blum, F Jorissen, S Huang, Y Chen, J Arroyo, K Benne, Y Li, V Gavan, ...	39	2019

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