Draguna Vrabie

According to our database1, Draguna Vrabie authored at least 15 papers between 2004 and 2018.

Collaborative distances :
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2018
Generative Adversarial Network based Autoencoder: Application to fault detection problem for closed loop dynamical systems.
CoRR, 2018

2017
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

2011
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

2010
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

2009
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.
Automatica, 2009

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

2008
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

2007
Model-free Approximate Dynamic Programming Schemes for Linear Systems.
Proceedings of the International Joint Conference on Neural Networks, 2007

2004
Neuro-predictive control based self-tuning of PID controllers.
Proceedings of the ESANN 2004, 2004


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