Martijn van Otterlo

According to our database, Martijn van Otterlo authored at least 28 papers between 2004 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Regular Decision Processes for Grid Worlds.

Nicky Lenaers, Martijn van Otterlo

Proceedings of the Artificial Intelligence and Machine Learning, 2021

2020

A Conceptual View on the Design and Properties of Explainable AI Systems for Legal Settings.

Martijn van Otterlo, Martin Atzmueller

Proceedings of the AI Approaches to the Complexity of Legal Systems XI-XII, 2020

2019

End-to-end Personalization of Digital Health Interventions using Raw Sensor Data with Deep Reinforcement Learning.

Ali el Hassouni, Mark Hoogendoorn, A. E. Eiben, Martijn van Otterlo, Vesa Muhonen

Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

2018

Gatekeeping Algorithms with Human Ethical Bias: The ethics of algorithms in archives, libraries and society.

Martijn van Otterlo

CoRR, 2018

Personalization of Health Interventions Using Cluster-Based Reinforcement Learning.

Ali el Hassouni, Mark Hoogendoorn, Martijn van Otterlo, Eduardo Barbaro

Proceedings of the PRIMA 2018: Principles and Practice of Multi-Agent Systems - 21st International Conference, Tokyo, Japan, October 29, 2018

On Requirements and Design Criteria for Explainability in Legal AI.

Martijn van Otterlo, Martin Atzmueller

Proceedings of the EXplainable AI in Law Workshop co-located with the 31st International Conference on Legal Knowledge and Information Systems, 2018

2017

From Algorithmic Black Boxes to Adaptive White Boxes: Declarative Decision-Theoretic Ethical Programs as Codes of Ethics.

Martijn van Otterlo

CoRR, 2017

Learning to Play Donkey Kong Using Neural Networks and Reinforcement Learning.

Paul Ozkohen, Jelle Visser, Martijn van Otterlo, Marco A. Wiering

Proceedings of the Artificial Intelligence - 29th Benelux Conference, 2017

2015

Reports of the AAAI 2014 Conference Workshops.

Stefano V. Albrecht, André da Motta Salles Barreto, Darius Braziunas, David L. Buckeridge, Heriberto Cuayáhuitl, Nina Dethlefs, Markus Endres, Amir-massoud Farahmand, Mark Fox, Lutz Frommberger, Sam Ganzfried, Yolanda Gil, Sébastien Guillet, Lawrence E. Hunter, Arnav Jhala, Kristian Kersting, George Dimitri Konidaris, Freddy Lécué, Sheila A. McIlraith, Sriraam Natarajan, Zeinab Noorian, David Poole, Rémi Ronfard, Alessandro Saffiotti, Arash Shaban-Nejad, Biplav Srivastava, Gerald Tesauro, Rosario Uceda-Sosa, Guy Van den Broeck, Martijn van Otterlo, Byron C. Wallace, Paul Weng, Jenna Wiens, Jie Zhang

AI Mag., 2015

Proceedings of the 4th Workshop on Machine Learning for Interactive Systems (MLIS-2015).

Heriberto Cuayáhuitl, Nina Dethlefs, Lutz Frommberger, Martijn van Otterlo, Olivier Pietquin

Proceedings of the 4th Workshop on Machine Learning for Interactive Systems, 2015

2014

There are plenty of places like home: Using relational representations in hierarchies for distance-based image understanding.

Laura Antanas, Martijn van Otterlo, José Oramas Mogrovejo, Tinne Tuytelaars, Luc De Raedt

Neurocomputing, 2014

2013

Machine learning for interactive systems and robots: a brief introduction.

Heriberto Cuayáhuitl, Martijn van Otterlo, Nina Dethlefs, Lutz Frommberger

Proceedings of the 2nd Workshop on Machine Learning for Interactive Systems, 2013

On the use of probabilistic relational affordance models for sequential manipulation tasks in robotics.

Bogdan Moldovan, Plinio Moreno, Martijn van Otterlo

Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012

Learning relational affordance models for robots in multi-object manipulation tasks.

Bogdan Moldovan, Plinio Moreno, Martijn van Otterlo, José Santos-Victor, Luc De Raedt

Proceedings of the IEEE International Conference on Robotics and Automation, 2012

A Relational Distance-based Framework for Hierarchical Image Understanding.

Laura Antanas, Martijn van Otterlo, José Oramas M., Tinne Tuytelaars, Luc De Raedt

Proceedings of the ICPRAM 2012, 2012

Conclusions, Future Directions and Outlook.

Marco A. Wiering, Martijn van Otterlo

Proceedings of the Reinforcement Learning, 2012

Reinforcement Learning and Markov Decision Processes.

Martijn van Otterlo, Marco A. Wiering

Proceedings of the Reinforcement Learning, 2012

Solving Relational and First-Order Logical Markov Decision Processes: A Survey.

Martijn van Otterlo

Proceedings of the Reinforcement Learning, 2012

2011

Spatial role labeling: Towards extraction of spatial relations from natural language.

Parisa Kordjamshidi, Martijn van Otterlo, Marie-Francine Moens

ACM Trans. Speech Lang. Process., 2011

Statistical Relational Learning of Object Affordances for Robotic Manipulation.

Bogdan Moldovan, Martijn van Otterlo, Luc De Raedt, Plinio Moreno, José Santos-Victor

Proceedings of the Latest Advances in Inductive Logic Programming, 2011

Relational Learning for Spatial Relation Extraction from Natural Language.

Parisa Kordjamshidi, Paolo Frasconi, Martijn van Otterlo, Marie-Francine Moens, Luc De Raedt

Proceedings of the Inductive Logic Programming - 21st International Conference, 2011

2010

Spatial Role Labeling: Task Definition and Annotation Scheme.

Parisa Kordjamshidi, Martijn van Otterlo, Marie-Francine Moens

Proceedings of the International Conference on Language Resources and Evaluation, 2010

Not Far Away from Home: A Relational Distance-Based Approach to Understanding Images of Houses.

Laura Antanas, Martijn van Otterlo, José Oramas M., Tinne Tuytelaars, Luc De Raedt

Proceedings of the Inductive Logic Programming - 20th International Conference, 2010

DTProbLog: A Decision-Theoretic Probabilistic Prolog.

Guy Van den Broeck, Ingo Thon, Martijn van Otterlo, Luc De Raedt

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

The Logic of Adaptive Behavior - Knowledge Representation and Algorithms for Adaptive Sequential Decision Making under Uncertainty in First-Order and Relational Domains

Martijn van Otterlo

Frontiers in Artificial Intelligence and Applications 192, IOS Press, ISBN: 978-1-58603-969-1, 2009

Intensional dynamic programming. A Rosetta stone for structured dynamic programming.

Martijn van Otterlo

J. Algorithms, 2009

2008

The logic of adaptive behavior : knowledge representation and algorithms for the Markov decision process framework in first-order domains.

Martijn van Otterlo

PhD thesis, 2008

2004

Bellman goes relational.

Kristian Kersting, Martijn van Otterlo, Luc De Raedt

Proceedings of the Machine Learning, 2004