Draguna Vrabie - Concepedia

Author

Draguna Vrabie

Pacific Northwest National Laboratory ORCID

Also Known As

Craig Bakker, D. Vrabie, Draguna L Vrabie, Draguna L. Vrabie, Draguna Vrabie, Vrabie, Draguna, Vrabie, Draguna L, Vrabie, Draguna L.

190

Publications

9.2K

Citations

H-Index

Concepts

All Affiliations

Pacific Northwest National Laboratory The University of Texas at Arlington Robotics Research (United States)National Renewable Energy Laboratory University of Colorado Boulder

About

Draguna Vrabie is an author at Pacific Northwest National Laboratory specializing in engineering, systems engineering, and process control.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	22	37	4.5K
2	Business	12	14	3K
3	Social Sciences	5	5	264
4	Education	1	1	171
5	Cognitive Science	1	1	12

Draguna Vrabie

Publications

6.5K

Citations

H-Index

Page 1

	Year	Citations
Reinforcement learning and adaptive dynamic programming for feedback control Frank L. Lewis, Draguna Vrabie IEEE Circuits and Systems Magazine Artificial IntelligenceReward StimulusEngineeringEvolutionary RoboticsAutomation	2009	1.5K
Reinforcement Learning and Feedback Control: Using Natural Decision Methods to Design Optimal Adaptive Controllers Frank L. Lewis, Draguna Vrabie, Kyriakos G. Vamvoudakis IEEE Control Systems Artificial IntelligenceOptimal ControlEngineeringOptimal Control PoliciesMathematical Control Theory	2012	1.1K
Adaptive optimal control for continuous-time linear systems based on policy iteration Draguna Vrabie, Octavian Păstrăvanu, Murad Abu-Khalaf, Automatica Policy IterationMathematical Control TheoryProcess ControlAdaptive ControlSystems Engineering	2008	911
All you need to know about model predictive control for buildings Ján Drgoňa, Javier Arroyo, Iago Cupeiro Figueroa, Annual Reviews in Control	2020	791
Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems Draguna Vrabie, Frank L. Lewis Neural Networks Nonlinear ControlEngineeringMathematical Control TheoryIntelligent ControlProcess Control	2009	609
Online adaptive algorithm for optimal control with integral reinforcement learning Kyriakos G. Vamvoudakis, Draguna Vrabie, Frank L. Lewis International Journal of Robust and Nonlinear Control Artificial IntelligenceOnline Adaptive AlgorithmPolicy IterationEngineeringValue Function Approximation	2013	171
Building optimization testing framework (BOPTEST) for simulation-based benchmarking of control strategies in buildings David Blum, Javier Arroyo, Sen Huang, Journal of Building Performance Simulation EngineeringPerformance-based Building DesignGreen BuildingBuilding Energy ConservationSocial Sciences	2021	152
Adaptive dynamic programming for online solution of a zero-sum differential game Draguna Vrabie, Frank L. Lewis Journal of Control Theory and Applications Mathematical ProgrammingDifferential GameEngineeringStochastic GameGame Theory	2011	129
Ten questions concerning reinforcement learning for building energy management Zoltán Nagy, Gregor P. Henze, Sourav Dey, Building and Environment Energy PlanningEnergy ConservationEnergy OptimizationEnergy Management	2023	91
Differentiable predictive control: Deep learning alternative to explicit model predictive control for unknown nonlinear systems Ján Drgoňa, Karol Kiš, Aaron Tuor, Journal of Process Control	2022	60

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