Author Publications

2008

Otterlo van, Martijn (2008) The logic of adaptive behavior : knowledge representation and algorithms for the Markov decision process framework in first-order domains. thesis.

2005

Otterlo van, Martijn (2005) A Survey of Reinforcement Learning in Relational Domains. [Report]

2004

Kersting, Kristian and Otterlo van, Martijn and De Raedt, Luc (2004) Bellman goes Relational. In: 21st International Conference on Machine Learning, ICML 2004, 5 July 2004, Banff, Alberta, Canada.

Otterlo van, Martijn (2004) Thesis review: Relational Reinforcement Learning / by Kurt Driessens. - Thesis Katholieke Universiteit Leuven. BNVKI Newsletter, 21 (4). pp. 85-86. ISSN 1566-8266

Otterlo van, Martijn (2004) Reinforcement Learning for Relational MDPs. In: Machine Learning Conference of Belgium and the Netherlands, BeNeLearn '04, 8-9 Jan 2004, Brussels, Belgium.

Otterlo van, Martijn and Kersting, Kristian (2004) Challenges for Relational Reinforcement Learning. In: Workshop on Relational Reinforcement Learning of the International Conference on Machine Learning, ICML '04, 4-8 July 2004, Banff, Alberta, Canada.

Otterlo van, Martijn and Kersting, Kristian and De Raedt, Luc (2004) Bellman goes Relational (extended abstract). In: Proceedings of the 16th Belgium-Netherlands Artificial Intelligence Conference (BNAIC'04), 21-22 Oct 2004, Groningen, Netherlands.

2003

Otterlo van, Martijn (2003) Efficient Reinforcement Learning using Relational Aggregation. In: Sixth European Workshop on Reinforcement Learning, EWRL-6, 4-5 Sept 2003, Nancy, France.

Otterlo van, Martijn and Wiering, Marco and Dastani, Mehdi and Meyer, John-Jules (2003) A Characterization of Sapient Agents. In: International Conference on Integration of Knowledge Intensive Multi-Agent Systems, 2003, 30 Sept. - 4 Oct. 2003, Boston, MA, USA.

2002

Otterlo van, Martijn (2002) Relational Representations in Reinforcement Learning: Review and Open Problems. In: ICML'02 Workshop on Development of Representations, 9 July 2002, Sydney, Austraulia.

2001

Bazen, Asker M. and Otterlo van, Martijn and Gerez, Sabih H. and Poel, Mannes (2001) A Reinforcement Learning Agent for Minutiae Extraction from Fingerprints. In: Belgium-Netherlands Artificial Intelligence Conference, BNAIC '01, 25-26 Oct 2001, Amsterdam, The Netherlands.