D-CIS Publication Database

Titles (19)Keywords (18)Abstracts (14)
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.
 
Kappen, Hilbert J., An Introduction to stochastic control theory, path integrals and reinforcement learning, in: Proceedings 9th Granada Seminar on Computational Physics: Computational and Mathematical Modeling of Cooperative Behavior in Neural Systems, 11-15 September 2006, Granada, Spain, 2006.
 
Dimitrakakis, Christos, Complexity of stochastic branch and bound for belief tree search in Bayesian reinforcement learning, number IAS-UVA-09-01, 2009.
 
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, 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, 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, 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.
 
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.
 
Busoniu, Lucian, Multiagent Reinforcement Learning Matlab Toolbox (MARL), 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, 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.
 
van Seijen, Harm and Whiteson, Shimon, Postponed Updates for Temporal-Difference Reinforcement Learning, in: Proceedings of the International Conference on Intelligent Systems Design and Applications, 2009.
 
Bakker, Bram, Reinforcement learning by backpropagation through an LSTM model / critic, in: IEEE ADPRL'07, Honolulu, USA, 2007.
 
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.
 
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, Reinforcement learning in continuous state and action spaces, TU Delft, 2008.
 
van Seijen, Harm, Bakker, Bram and Kester, Leon, Reinforcement Learning with Multiple, Qualitatively Different State Representations, in: NIPS workshop Hierarchical methods, Vancouver, Canada, 2007.
 
van Seijen, Harm, Bakker, Bram and Kester, Leon, Switching between Different State Representations in Reinforcement Learning, in: Proceedings of the Artificial Intelligence and Applications Conference, 2008.
 
Bakker, Bram, Traffic Light Control with Reinforcement Learning Networked Adaptive Interactive Systems, in: Proceedings of COGIS 2006: COGnitive systems with Interactive Sensors (COGIS 2006), 15-17 March 2006, Paris, 2006.