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ORCIDMartijn van Otterlo
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2020 – today
- 2021
[c17]Nicky Lenaers, Martijn van Otterlo:
Regular Decision Processes for Grid Worlds. BNAIC/BENELEARN 2021: 218-238- [i4]Nicky Lenaers, Martijn van Otterlo:
Regular Decision Processes for Grid Worlds. CoRR abs/2111.03647 (2021) - 2020
- [c16]Martijn van Otterlo, Martin Atzmueller:
A Conceptual View on the Design and Properties of Explainable AI Systems for Legal Settings. AICOL 2020: 143-153
2010 – 2019
- 2019
- [c15]Ali el Hassouni
, Mark Hoogendoorn, A. E. Eiben, Martijn van Otterlo, Vesa Muhonen:
End-to-end Personalization of Digital Health Interventions using Raw Sensor Data with Deep Reinforcement Learning. WI 2019: 258-264 - 2018
- [c14]Martijn van Otterlo, Martin Atzmueller:
On Requirements and Design Criteria for Explainability in Legal AI. XAILA@JURIX 2018: 29-32 - [c13]Ali el Hassouni, Mark Hoogendoorn, Martijn van Otterlo, Eduardo Barbaro:
Personalization of Health Interventions Using Cluster-Based Reinforcement Learning. PRIMA 2018: 467-475 - [i3]Martijn van Otterlo:
Gatekeeping Algorithms with Human Ethical Bias: The ethics of algorithms in archives, libraries and society. CoRR abs/1801.01705 (2018) - [i2]Ali el Hassouni, Mark Hoogendoorn, Martijn van Otterlo, Eduardo Barbaro:
Personalization of Health Interventions using Cluster-Based Reinforcement Learning. CoRR abs/1804.03592 (2018) - 2017
- [c12]Paul Ozkohen, Jelle Visser, Martijn van Otterlo, Marco A. Wiering:
Learning to Play Donkey Kong Using Neural Networks and Reinforcement Learning. BNCAI 2017: 145-160 - [i1]Martijn van Otterlo:
From Algorithmic Black Boxes to Adaptive White Boxes: Declarative Decision-Theoretic Ethical Programs as Codes of Ethics. CoRR abs/1711.06035 (2017) - 2015
- [j4]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:
Reports of the AAAI 2014 Conference Workshops. AI Mag. 36(1): 87-98 (2015) - [c11]Heriberto Cuayáhuitl, Nina Dethlefs, Lutz Frommberger, Martijn van Otterlo, Olivier Pietquin:
Proceedings of the 4th Workshop on Machine Learning for Interactive Systems (MLIS-2015). MLIS@ICML 2015: 4 - 2014
- [j3]Laura Antanas, Martijn van Otterlo, José Oramas Mogrovejo, Tinne Tuytelaars, Luc De Raedt:
There are plenty of places like home: Using relational representations in hierarchies for distance-based image understanding. Neurocomputing 123: 75-85 (2014) - 2013
- [c10]Bogdan Moldovan, Plinio Moreno, Martijn van Otterlo:
On the use of probabilistic relational affordance models for sequential manipulation tasks in robotics. ICRA 2013: 1290-1295 - [c9]Heriberto Cuayáhuitl, Martijn van Otterlo, Nina Dethlefs, Lutz Frommberger:
Machine learning for interactive systems and robots: a brief introduction. MLIS@IJCAI 2013: 19-28 - [e2]Heriberto Cuayáhuitl, Lutz Frommberger, Nina Dethlefs, Martijn van Otterlo:
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. ACM 2013, ISBN 978-1-4503-2019-1 [contents] - 2012
- [c8]Laura Antanas, Martijn van Otterlo, José Oramas M., Tinne Tuytelaars, Luc De Raedt:
A Relational Distance-based Framework for Hierarchical Image Understanding. ICPRAM (2) 2012: 206-218 - [c7]Bogdan Moldovan, Plinio Moreno, Martijn van Otterlo, José Santos-Victor, Luc De Raedt:
Learning relational affordance models for robots in multi-object manipulation tasks. ICRA 2012: 4373-4378 - [p3]Martijn van Otterlo, Marco A. Wiering:
Reinforcement Learning and Markov Decision Processes. Reinforcement Learning 2012: 3-42 - [p2]Martijn van Otterlo:
Solving Relational and First-Order Logical Markov Decision Processes: A Survey. Reinforcement Learning 2012: 253-292 - [p1]Marco A. Wiering, Martijn van Otterlo:
Conclusions, Future Directions and Outlook. Reinforcement Learning 2012: 613-630 - [e1]Marco A. Wiering, Martijn van Otterlo:
Reinforcement Learning. Adaptation, Learning, and Optimization 12, Springer 2012, ISBN 978-3-642-27644-6 [contents] - 2011
- [j2]Parisa Kordjamshidi, Martijn van Otterlo, Marie-Francine Moens:
Spatial role labeling: Towards extraction of spatial relations from natural language. ACM Trans. Speech Lang. Process. 8(3): 4:1-4:36 (2011) - [c6]Bogdan Moldovan, Martijn van Otterlo, Luc De Raedt, Plinio Moreno, José Santos-Victor:
Statistical Relational Learning of Object Affordances for Robotic Manipulation. ILP (Late Breaking Papers) 2011: 95-103 - [c5]Parisa Kordjamshidi, Paolo Frasconi, Martijn van Otterlo, Marie-Francine Moens, Luc De Raedt:
Relational Learning for Spatial Relation Extraction from Natural Language. ILP 2011: 204-220 - 2010
- [c4]Guy Van den Broeck, Ingo Thon, Martijn van Otterlo, Luc De Raedt:
DTProbLog: A Decision-Theoretic Probabilistic Prolog. AAAI 2010: 1217-1222 - [c3]Laura Antanas, Martijn van Otterlo, José Oramas M., Tinne Tuytelaars, Luc De Raedt:
Not Far Away from Home: A Relational Distance-Based Approach to Understanding Images of Houses. ILP 2010: 22-29 - [c2]Parisa Kordjamshidi, Martijn van Otterlo, Marie-Francine Moens:
Spatial Role Labeling: Task Definition and Annotation Scheme. LREC 2010
2000 – 2009
- 2009
- [b2]Martijn van Otterlo:
The Logic of Adaptive Behavior - Knowledge Representation and Algorithms for Adaptive Sequential Decision Making under Uncertainty in First-Order and Relational Domains. Frontiers in Artificial Intelligence and Applications 192, IOS Press 2009, ISBN 978-1-58603-969-1 - [j1]Martijn van Otterlo:
Intensional dynamic programming. A Rosetta stone for structured dynamic programming. J. Algorithms 64(4): 169-191 (2009) - 2008
- [b1]Martijn van Otterlo:
The logic of adaptive behavior : knowledge representation and algorithms for the Markov decision process framework in first-order domains. University of Twente, Enschede, Netherlands, 2008 - 2004
- [c1]Kristian Kersting, Martijn van Otterlo, Luc De Raedt:
Bellman goes relational. ICML 2004
Coauthor Index
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