According to our database1, Draguna Vrabie authored at least 15 papers between 2004 and 2018.
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Collaborative distances :
Legend:Book In proceedings Article PhD thesis Other
Generative Adversarial Network based Autoencoder: Application to fault detection problem for closed loop dynamical systems.
A Learning Framework for Control-Oriented Modeling of Buildings.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Towards a framework for selection of supervisory control for commercial buildings: HVAC system energy efficiency.
Proceedings of the 2017 American Control Conference, 2017
Parameter estimation of a building system model and impact of estimation error on closed-loop performance.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Online adaptive learning of optimal control solutions using integral reinforcement learning.
Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011
Adaptive Dynamic Programming algorithm for finding online the equilibrium solution of the two-player zero-sum differential game.
Proceedings of the International Joint Conference on Neural Networks, 2010
Integral Reinforcement Learning for online computation of feedback Nash strategies of nonzero-sum differential games.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems.
Neural Networks, 2009
Adaptive optimal control for continuous-time linear systems based on policy iteration.
Generalized Policy Iteration for continuous-time systems.
Proceedings of the International Joint Conference on Neural Networks, 2009
Online policy iteration based algorithms to solve the continuous-time infinite horizon optimal control problem.
Proceedings of the IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2009
Neural Network-Based Adaptive Optimal Controller - A Continuous-Time Formulation.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 2008
Adaptive optimal control algorithm for continuous-time nonlinear systems based on policy iteration.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Model-free Approximate Dynamic Programming Schemes for Linear Systems.
Proceedings of the International Joint Conference on Neural Networks, 2007
Neuro-predictive control based self-tuning of PID controllers.
Proceedings of the ESANN 2004, 2004