D-CIS Publication Database

Ernst, Damien    

Firstname:Damien 
Surname:Ernst 
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6 publications

9 Keywords relate to this author

Adaptive basis functions
Approximate dynamic programming
Approximate reinforcement learning
Consistency
Cross-entropy optimization
Direct policy search
Fuzzy approximation
Markov decision process
Reinforcement learning




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

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.
 

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.