Lucian Busoniu
Lucian Busoniu
Professor and Group Lead, Automation Department, Technical University of Cluj-Napoca
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A comprehensive survey of multiagent reinforcement learning
L Busoniu, R Babuska, B De Schutter
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2008
15912008
Reinforcement learning and dynamic programming using function approximators
L Busoniu, R Babuska, B De Schutter, D Ernst
CRC press, 2017
9732017
A survey of actor-critic reinforcement learning: Standard and natural policy gradients
I Grondman, L Busoniu, GAD Lopes, R Babuska
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2012
5102012
Multi-agent reinforcement learning: An overview
L Buşoniu, R Babuška, B De Schutter
Innovations in multi-agent systems and applications-1, 183-221, 2010
3592010
Experience replay for real-time reinforcement learning control
S Adam, L Busoniu, R Babuska
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2011
1972011
Vision and control for UAVs: A survey of general methods and of inexpensive platforms for infrastructure inspection
K Máthé, L Buşoniu
Sensors 15 (7), 14887-14916, 2015
1462015
Efficient model learning methods for actor–critic control
I Grondman, M Vaandrager, L Busoniu, R Babuska, E Schuitema
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011
1022011
Reinforcement learning for control: Performance, stability, and deep approximators
L Buşoniu, T de Bruin, D Tolić, J Kober, I Palunko
Annual Reviews in Control 46, 8-28, 2018
1002018
Multi-agent reinforcement learning: A survey
L Busoniu, R Babuska, B De Schutter
2006 9th International Conference on Control, Automation, Robotics and …, 2006
1002006
Cross-entropy optimization of control policies with adaptive basis functions
L Busoniu, D Ernst, B De Schutter, R Babuska
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2010
792010
Online least-squares policy iteration for reinforcement learning control
L Buşoniu, D Ernst, B De Schutter, R Babuška
Proceedings of the 2010 American Control Conference, 486-491, 2010
732010
Approximate reinforcement learning: An overview
L Buşoniu, D Ernst, B De Schutter, R Babuška
2011 IEEE symposium on adaptive dynamic programming and reinforcement …, 2011
612011
Approximate dynamic programming with a fuzzy parameterization
L Buşoniu, D Ernst, B De Schutter, R Babuška
Automatica 46 (5), 804-814, 2010
592010
Decentralized reinforcement learning control of a robotic manipulator
L Busoniu, B De Schutter, R Babuska
2006 9th International Conference on Control, Automation, Robotics and …, 2006
522006
Stability analysis of discrete-time infinite-horizon optimal control with discounted cost
R Postoyan, L Buşoniu, D Nešić, J Daafouz
IEEE Transactions on Automatic Control 62 (6), 2736-2749, 2016
482016
Optimistic planning for Markov decision processes
L Busoniu, R Munos
Artificial Intelligence and Statistics, 182-189, 2012
472012
Railway track following with the AR. Drone using vanishing point detection
E Páli, K Mathe, L Tamas, L Buşoniu
2014 IEEE International Conference on Automation, Quality and Testing …, 2014
352014
Control delay in reinforcement learning for real-time dynamic systems: a memoryless approach
E Schuitema, L Buşoniu, R Babuška, P Jonker
2010 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2010
342010
Least-squares methods for policy iteration
L Buşoniu, A Lazaric, M Ghavamzadeh, R Munos, R Babuška, ...
Reinforcement learning, 75-109, 2012
292012
Optimistic planning for continuous-action deterministic systems
L Buşoniu, A Daniels, R Munos, R Babuška
2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2013
282013
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Artículos 1–20