Lucian Busoniu
Lucian Busoniu
Professor and Group Lead, Automation Department, Technical University of Cluj-Napoca
Verified email at aut.utcluj.ro - Homepage
TitleCited byYear
A comprehensive survey of multiagent reinforcement learning
L Bu, R Babu, B De Schutter
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2008
11042008
Reinforcement learning and dynamic programming using function approximators
L Busoniu, R Babuska, B De Schutter, D Ernst
CRC press, 2017
7962017
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
2752012
Multi-agent reinforcement learning: An overview
L Buşoniu, R Babuška, B De Schutter
Innovations in multi-agent systems and applications-1, 183-221, 2010
1722010
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
1492011
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
782015
Multi-agent reinforcement learning: A survey
L Busoniu, R Babuska, B De Schutter
2006 9th International Conference on Control, Automation, Robotics and …, 2006
722006
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
672010
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
612011
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
582010
Approximate reinforcement learning: An overview
L Buşoniu, D Ernst, B De Schutter, R Babuška
2011 IEEE symposium on adaptive dynamic programming and reinforcement …, 2011
472011
Approximate dynamic programming with a fuzzy parameterization
L Buşoniu, D Ernst, B De Schutter, R Babuška
Automatica 46 (5), 804-814, 2010
452010
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
432006
Optimistic planning for Markov decision processes
L Busoniu, R Munos
Artificial Intelligence and Statistics, 182-189, 2012
412012
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
252016
Least-squares methods for policy iteration
L Buşoniu, A Lazaric, M Ghavamzadeh, R Munos, R Babuška, ...
Reinforcement learning, 75-109, 2012
242012
Multiagent Reinforcement Learning with Adaptive State Focus.
L Busoniu, B De Schutter, R Babuska
BNAIC, 35-42, 2005
242005
Learning and coordination in dynamic multiagent systems
L Busoniu, BD Schutter, R Babuska
Delft Center for Systems and Control, 2005
232005
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
222013
Optimistic planning for sparsely stochastic systems
L Buşoniu, R Munos, B De Schutter, R Babuška
2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2011
212011
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