Martijn van Otterlo

Publications (20) as Author:down editorEditor




M. van Otterlo The Logic of Adaptive Behavior - Knowledge Representation and Algorithms for the Markov Decision Process Framework in First-Order Domains, PhD Thesis, University of Twente, May 30 2008, ISSN 1381-3617, ISBN 978-90-365-2677-7, Pages: 496, Promotors: A. Nijholt and J.-J. Meyer, Ass. Promotors: M. Poel, 2008 [ BiBTeX Eprints  DOI>  Download PDF document



Contributions to Proceedings

T.J. Muller and M. van Otterlo Evolutionary Reinforcement Learning in Relational Domains, in Seventh European Workshop on Reinforcement Learning (EWRL’05), ISBN not assigned, 2005 [ BiBTeX Eprints 



M. van Otterlo A Survey of Reinforcement Learning in Relational Domains, CTIT Technical Report series, TR-CTIT-05-31, Enschede, Centre for Telematics and Information Technology University of Twente, Pages: 70, 2005 [ BiBTeX Eprints  Download PDF document



M. van Otterlo Logic Programming meets Dynamic Programming, Presentation at the Dagstuhl Seminar on Probabilistic, Logical and Relational Learning, Dagstuhl, Germany, 2005 [ BiBTeX ]
M. van Otterlo The Logic behind Dynamic Programming, Presentation at the Freiburg-Leuven Workshop 2005, Ferrieres, Belgium, 2005 [ BiBTeX ]



Contributions to Proceedings

K. Kersting, M. van Otterlo and L. de Raedt Bellman goes Relational, in Proceedings of the International Conference on Machine Learning ({ICML'04}), R. Greiner and D. Schuurmans (eds), ACM, New York, ISBN 1-58113-8385, pp. 465-472, 2004 [ BiBTeX Eprints  DOI>  Download PDF document
M. van Otterlo, K. Kersting and L. de Raedt Bellman goes Relational (extended abstract), in Proceedings of the 16th Belgium-Netherlands Artificial Intelligence Conference (BNAIC'04), R. Verbrugge, N. Taatgen and L.R.B. Schomaker (eds), University of Groningen, Groningen, ISSN 1568-7805, pp. 287-288, 2004 [ BiBTeX Eprints  [Official URL]  Download PDF document
M. van Otterlo and K. Kersting Challenges for Relational Reinforcement Learning, in Proceedings of the Workshop on Relational Reinforcement Learning at ICML'04, P. Tadepalli, R. Givan and K. Driessens (eds), Oregon State University, Corvallis, ISBN not assigned, ISSN not assigned, pp. 74-80, 2004 [ BiBTeX Eprints  [Official URL]  Download PDF document
M. van Otterlo Reinforcement Learning for Relational MDPs, in Machine Learning Conference of Belgium and the Netherlands (BeNeLearn'04), A. Nowé, T. Lenaerts and K. Steenhaut (eds), Brussels, Brussels, ISBN not assigned, pp. 138-145, 2004 [ BiBTeX Eprints  Download PDF document
M. van Otterlo Reinforcement Learning for Relational {MDP}s, in Machine Learning Conference of Belgium and the Netherlands (BeNeLearn'04), December 07 2004, A. Nowé, T. Lenaerts and K. Steenhaut (eds), pp. 138-145, 2004 [ BiBTeX ]



M. van Otterlo Reinforcement Learning and Dynamic Programming in Relational Domains, talk in the Stichting Neurale Netwerken (SNN) seminar series, Nijmegen, The Netherlands, 2004 [ BiBTeX ]
M. van Otterlo Relational Reinforcement Learning (thesis review), book_review, 2004 [ BiBTeX Eprints  Download PDF document  Download PDF document
M. van Otterlo Relational Reinforcement Learning: Snapshots of an Emerging Field, talk at the April II Kick-off meeting, Paris, France, 2004 [ BiBTeX ]



Journal Papers

M. van Otterlo and E. de Jong BeNeLearn '02, BNVKI Newsletter, 20(1):14-16, ISSN 1566-8266, 2003 [ BiBTeX Eprints 


Contributions to Proceedings

M. van Otterlo, M. Wiering, M. Dastani and J.-J.C. Meyer A Characterization of Sapient Agents, in International Conference Integration of Knowledge Intensive Multi-Agent Systems (KIMAS-03), H. Hexmoor (eds), IEEE Computer Society, Boston, ISBN 0-7803-7958-6, pp. 172-177, 2003 [ BiBTeX Eprints  DOI>  Download PDF document
M. van Otterlo Efficient Reinforcement Learning using Relational Aggregation, in Sixth European Workshop on Reinforcement Learning (EWRL-6), A. Dutech (eds), INRIA, Le Chesnay, FRANCE (2003) (Monographie), ISBN 2-7261-1259-5, pp. 48-49, 2003 [ BiBTeX Eprints  Download PDF document



M. van Otterlo and E. de Jong BeNeLearn\'02, BNVKI Newsletter 20(1), pp 14-16, ISSN 1566-8266, 2003 [ BiBTeX ]
M. van Otterlo Relational Reinforcement Learning, talk Oberseminar Machine Learning Group, University of Freiburg, Germany, 2003 [ BiBTeX ]



Contributions to Proceedings

M. van Otterlo Relational Representations in Reinforcement Learning: Review and Open Problems, in Proceedings of the ICML'02 Workshop on Development of Representations, ICML, Sydney, ISBN 0-7334-1934-8, pp. 1-8, 2002 [ BiBTeX Eprints  Download PDF document  Download PDF document



Contributions to Proceedings

M. van Otterlo, A.M. Bazen, S.H. Gerez and M. Poel A Reinforcement Learning Agent for Minutiae Extraction from Fingerprints, in Proceedings 13th Belgian-Dutch Artificial Intelligence Conference (BNAIC'01), B.J.A. Kröse, M. de Rijke, G. Schreiber and M. van Someren (eds), University of Amsterdam, Amsterdam, pp. 481-482, 2001 [ BiBTeX Eprints  Download PDF document
Publications (1) as Editor:up authorAuthor




Benelearn 2005: Annual Machine Learning Conference of Belgium and the Netherlands. Fourteenth Annual Machine Learning Conference of the Belgium and the Netherlands, M. van Otterlo, M. Poel and A. Nijholt (eds), CTIT Workshop Proceedings Series, Vol: WP05-03. CTIT, Enschede, ISSN 0929-0672, pp. 121, 2005 [ BiBTeX ] [EprintsDownload PDF document

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