Concepedia

Draguna Vrabie

DV

49

Publications

6.5K

Citations

24

H-Index

2007

Active since

Affiliations

Pacific Northwest National Laboratory(Current)

The University of Texas at Arlington

Robotics Research (United States)

National Renewable Energy Laboratory

University of Colorado Boulder

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

Top concepts

EngineeringSystems EngineeringProcess ControlBusinessEnergy ManagementAdaptive ControlComputer ScienceModeling And SimulationRobot LearningIntelligent Control

Publications per year

2007–2024

49

Publications

49

Reinforcement learning and adaptive dynamic programming for feedback control

Frank L. Lewis, Draguna Vrabie · IEEE Circuits and Systems Magazine · 2009 · 1.5K citations

Artificial Intelligence, Reward Stimulus, Engineering +12

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 · 2012 · 1.1K citations

Artificial Intelligence, Optimal Control, Engineering +12

Adaptive optimal control for continuous-time linear systems based on policy iteration

Draguna Vrabie, Octavian Păstrăvanu, Murad Abu-Khalaf et al. · Automatica · 2008 · 911 citations

Policy Iteration, Mathematical Control Theory, Process Control +7

All you need to know about model predictive control for buildings

Ján Drgoňa, Javier Arroyo, Iago Cupeiro Figueroa et al. · Annual Reviews in Control · 2020 · 791 citations · Full text

Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems

Draguna Vrabie, Frank L. Lewis · Neural Networks · 2009 · 609 citations

Nonlinear Control, Engineering, Mathematical Control Theory +9

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