Martijn van Otterlo

32 papers A* 4B 5Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2021 — conf
Regular Decision Processes for Grid Worlds.
BNAIC/BENELEARN
Nicky Lenaers, Martijn van Otterlo
2021 J jnl
Regular Decision Processes for Grid Worlds.
CoRR
Nicky Lenaers, Martijn van Otterlo
2020 — conf
A Conceptual View on the Design and Properties of Explainable AI Systems for Legal Settings.
AICOL
Martijn van Otterlo, Martin Atzmueller
2019 B conf
End-to-end Personalization of Digital Health Interventions using Raw Sensor Data with Deep Reinforcement Learning.
WI
Ali el Hassouni, Mark Hoogendoorn, A. E. Eiben, Martijn van Otterlo, Vesa Muhonen
2018 J jnl
Gatekeeping Algorithms with Human Ethical Bias: The ethics of algorithms in archives, libraries and society.
CoRR
Martijn van Otterlo
2018 — conf
On Requirements and Design Criteria for Explainability in Legal AI.
XAILA@JURIX
Martijn van Otterlo, Martin Atzmueller
2018 B conf
Personalization of Health Interventions Using Cluster-Based Reinforcement Learning.
PRIMA
Ali el Hassouni, Mark Hoogendoorn, Martijn van Otterlo, Eduardo Barbaro
2018 J jnl
Personalization of Health Interventions using Cluster-Based Reinforcement Learning.
CoRR
Ali el Hassouni, Mark Hoogendoorn, Martijn van Otterlo, Eduardo Barbaro
2017 J jnl
From Algorithmic Black Boxes to Adaptive White Boxes: Declarative Decision-Theoretic Ethical Programs as Codes of Ethics.
CoRR
Martijn van Otterlo
2017 — conf
Learning to Play Donkey Kong Using Neural Networks and Reinforcement Learning.
BNCAI
Paul Ozkohen, Jelle Visser, Martijn van Otterlo, Marco A. Wiering
2015 — conf
Proceedings of the 4th Workshop on Machine Learning for Interactive Systems (MLIS-2015).
MLIS@ICML
Heriberto Cuayáhuitl, Nina Dethlefs, Lutz Frommberger, Martijn van Otterlo, Olivier Pietquin
2015 J jnl
Reports of the AAAI 2014 Conference Workshops.
AI Mag.
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
2014 J jnl
There are plenty of places like home: Using relational representations in hierarchies for distance-based image understanding.
Neurocomputing
Laura Antanas, Martijn van Otterlo, José Oramas Mogrovejo, Tinne Tuytelaars, Luc De Raedt
2013 — conf
Machine learning for interactive systems and robots: a brief introduction.
MLIS@IJCAI
Heriberto Cuayáhuitl, Martijn van Otterlo, Nina Dethlefs, Lutz Frommberger
2013 A* conf
On the use of probabilistic relational affordance models for sequential manipulation tasks in robotics.
ICRA
Bogdan Moldovan, Plinio Moreno, Martijn van Otterlo
2013 — ed.
Proceedings of the 2nd Workshop on Machine Learning for Interactive Systems - Bridging the Gap Between Perception, Action and Communication, MLIS@IJCAI 2013, Beijing, China, August 4, 2013
MLIS@IJCAI
Heriberto Cuayáhuitl, Lutz Frommberger, Nina Dethlefs, Martijn van Otterlo
2012 — conf
A Relational Distance-based Framework for Hierarchical Image Understanding.
ICPRAM (2)
Laura Antanas, Martijn van Otterlo, José Oramas M., Tinne Tuytelaars, Luc De Raedt
2012 — ch.
Conclusions, Future Directions and Outlook.
Reinforcement Learning
Marco A. Wiering, Martijn van Otterlo
2012 A* conf
Learning relational affordance models for robots in multi-object manipulation tasks.
ICRA
Bogdan Moldovan, Plinio Moreno, Martijn van Otterlo, José Santos-Victor, Luc De Raedt
2012 — book
Reinforcement Learning
Marco A. Wiering, Martijn van Otterlo
2012 — ch.
Reinforcement Learning and Markov Decision Processes.
Reinforcement Learning
Martijn van Otterlo, Marco A. Wiering
2012 — ch.
Solving Relational and First-Order Logical Markov Decision Processes: A Survey.
Reinforcement Learning
Martijn van Otterlo
2011 B conf
Relational Learning for Spatial Relation Extraction from Natural Language.
ILP
Parisa Kordjamshidi, Paolo Frasconi, Martijn van Otterlo, Marie-Francine Moens, Luc De Raedt
2011 J jnl
Spatial role labeling: Towards extraction of spatial relations from natural language.
ACM Trans. Speech Lang. Process.
Parisa Kordjamshidi, Martijn van Otterlo, Marie-Francine Moens
2011 — conf
Statistical Relational Learning of Object Affordances for Robotic Manipulation.
ILP (Late Breaking Papers)
Bogdan Moldovan, Martijn van Otterlo, Luc De Raedt, Plinio Moreno, José Santos-Victor
2010 A* conf
DTProbLog: A Decision-Theoretic Probabilistic Prolog.
AAAI
Guy Van den Broeck, Ingo Thon, Martijn van Otterlo, Luc De Raedt
2010 B conf
Not Far Away from Home: A Relational Distance-Based Approach to Understanding Images of Houses.
ILP
Laura Antanas, Martijn van Otterlo, José Oramas M., Tinne Tuytelaars, Luc De Raedt
2010 B conf
Spatial Role Labeling: Task Definition and Annotation Scheme.
LREC
Parisa Kordjamshidi, Martijn van Otterlo, Marie-Francine Moens
2009 J jnl
Intensional dynamic programming. A Rosetta stone for structured dynamic programming.
J. Algorithms
Martijn van Otterlo
2009 — book
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
2008 — —
The logic of adaptive behavior : knowledge representation and algorithms for the Markov decision process framework in first-order domains.
Martijn van Otterlo
2004 A* conf
Bellman goes relational.
ICML
Kristian Kersting, Martijn van Otterlo, Luc De Raedt