D-CIS Publication Database

Busoniu, Lucian    

Firstname:Lucian 
Surname:Busoniu 
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15 publications

23 Keywords relate to this author

Adaptive basis functions
Approximate dynamic programming
Approximate reinforcement learning
Consistency
Continuous spaces
Coordination
Cross-entropy optimization
Decentralized control
Direct policy search
Distributed control
Dynamic programming
Elevator control
Fuzzy approximation
Game theory
Learning
Markov decision process
Multi-agent learning
Multi-agent systems
Multiagent learning
Multiagent systems
Q-learning
Reinforcement learning
Reinforcement learning benchmark




Publications as Author



2009

Busoniu, Lucian, Ernst, Damien, De Schutter, Bart and Babuška, Robert, Policy Search with Cross-Entropy Optimization of Basis Functions, in: Proceedings of the 2009 International Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL 2009), pages 153-160, 30 March - 2 April 2009, Nashville, USA, 2009.
 

2008

Yuan, Xu, Busoniu, Lucian and Babuška, Robert, Reinforcement Learning for Elevator Control, in: Proceedings of the 17th IFAC World Congress (IFAC 2008), pages 2212-2217, 6-11 July 2008, Seoul, Korea, 2008.
 
Busoniu, Lucian, Babuška, Robert and De Schutter, Bart, A Comprehensive Survey of Multi-Agent Reinforcement Learning, in: IEEE Transactions on Systems, Man, and Cybernetics. Part C: Applications and Reviews, volume 38, number 2, pages 156-172, ISSN 1094-6977, 2008.
 
Busoniu, Lucian, Ernst, Damien, De Schutter, Bart and Babuška, Robert, Continuous-State Reinforcement Learning with Fuzzy Approximation, in: Adaptive Agents and Multi-Agent Systems III, pages 27-43, Springer, 2008.
 
Busoniu, Lucian, Ernst, Damien, De Schutter, Bart and Babuška, Robert, Consistency of Fuzzy Model-Based Reinforcement Learning, in: Proceedings of the 2008 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2008), pages 518-524, 1-6 June 2008, Hong Kong, 2008.
 
Busoniu, Lucian, Ernst, Damien, De Schutter, Bart and Babuška, Robert, Fuzzy Partition Optimization for Approximate Fuzzy Q-iteration, in: Proceedings of the 17th IFAC World Congress (IFAC 2008), pages 5629-5634, 6-11 July 2008, Seoul, Korea, 2008.
 
Busoniu, Lucian, Reinforcement learning in continuous state and action spaces, TU Delft, 2008.
 

2007

Busoniu, Lucian, Ernst, Damien, De Schutter, Bart and Babuška, Robert, Continuous-State Reinforcement Learning with Fuzzy Approximation, in: Proceedings of the Adaptive Learning Agents and Multi-Agent Systems Symposium (ALAMAS 2007), pages 21-35, 2-3 April 2007, Maastricht, The Netherlands, 2007.
 
Busoniu, Lucian, Ernst, Damien, De Schutter, Bart and Babuška, Robert, Fuzzy Approximation for Convergent Model-Based Reinforcement Learning, in: Proceedings of the 2007 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2007), pages 968-973, 23-26 July 2007, London, UK, 2007.
 

2006

Babuška, Robert, Busoniu, Lucian and De Schutter, Bart, Reinforcement Learning for Multi-Agent Systems, in: Proceedings of the 11th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2006), 20-22 September, Prague, Czech Republic, 2006.
 
Busoniu, Lucian, Babuška, Robert and De Schutter, Bart, Multi-Agent Reinforcement Learning: A Survey, in: Proceedings 9th International Conference of Control, Automation, Robotics, and Vision (ICARCV 2006), pages 527-532, 5-8 December 2006, Singapore, 2006.
 
Busoniu, Lucian, De Schutter, Bart and Babuška, Robert, Decentralized Reinforcement Learning Control of a Robotic Manipulator, in: Proceedings 9th International Conference of Control, Automation, Robotics, and Vision (ICARCV 2006), pages 1347-1352, 5-8 December 2006, Singapore, 2006.
 

2005

Busoniu, Lucian, De Schutter, Bart and Babuška, Robert, Multiagent Reinforcement Learning with Adaptive State Focus, in: Proceedings of the 17th Belgian-Dutch Conference on Artificial Intelligence (BNAIC 2005), pages 35-42, 17-18 October 2005, Brussels, Belgium, 2005.
 
Busoniu, Lucian, De Schutter, Bart and Babuška, Robert, Learning and Coordination in Dynamic Multiagent Systems, number 05-019, 2005.
 
Busoniu, Lucian, Multiagent Reinforcement Learning Matlab Toolbox (MARL), 2005.