Decision Making Researchers

Dr. Aleksander Czechowski

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MAS: Multiagent Planning
PS: Model-Based Reasoning
RU: Sequential Decision Making
GTEP: Coordination and Collaboration

Dr. Alessandro Bozzon

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Human Computation and AI, Abstraction of Human Computation Tasks into Taxonomies of Mechanisms, Active Learning from Imperfect Human Labelers, Knowledge Representation, Knowledge Acquisition from the Web, AI for Data Analytics, AI for Web-Based Collaboration and Cooperation, Crowdsourcing Techniques and Methodologies, Web Personalization and User Modeling

Prof.dr.ir. Alexander Verbraeck

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simulation, agent-based models, agent-based simulation, serious gaming, interactive simulation, human behavior modeling

Dr. Alexei Sharpanskykh

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adaptive resilience, AI in air transport, sociotechnical system modelling, safety and security in air transport applications

Dr. Birna van Riemsdijk

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intimate computing

Dr. Carlos Hernandez Corbato

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robotics, ontologies, Behavior and Control, Cognitive Robotics, Model-Based Reasoning

Prof.dr.ir. Caspar Chorus

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Moral decision making, Autonomous agents, Discrete choice theory

Prof.dr. Catholijn Jonker

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decision support systems, automated negotiation, shared mental models, co-active design

Dr. Claudia Hauff

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information retrieval, text mining

Prof. Dariu Gavrila

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intelligent vehicles, autonomous driving, computer vision, sensor fusion, machine learning, vulnerable road user safety

Dr.ir. Emile Chappin

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agent-based modelling, energy systems, energy policy, serious gaming, behavior

Dr. Frans Oliehoek

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Reinforcement Learning, Multiagent Learning, Multiagent Planning, Opponent Modeling, Human-Robot/Agent Interaction, Coordination and Collaboration, Probabilistic Planning, Uncertainty in AI, Decision/Utility Theory, Deep Learning/Neural Networks, Bayesian Learning

Prof.dr.ir. Geert Leus

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graph signal processing, convolutional neural networks, graphical deep learning, recommender systems, topology identification, semi-supervised learning

Dr.-ing. Henriette Bier

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Dr. Javier Alonso-Mora

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robotics, multi-robot systems, intelligent transportation, planning

Dr. Julian Kooij

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Dr. Lydia Chen

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Dr. Marco Loog

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ML: Semisupervised Learning, ML: Active Learning, ML: Classification, ML: Transfer, Adaptation, Multitask Learning, ML: Learning Theory, RU: Decision/Utility Theory

Dr. Mathijs de Weerdt

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Multiagent Planning, Coordination and Collaboration, Mechanism Design, Temporal Planning, Scheduling, Constraint Optimization, Uncertainty in AI

Dr. Matthijs Spaan

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Sequential Decision Making, Markov Models of Environments, Multiagent Planning, Multiagent Learning, Reinforcement Learning

 

 

Dr. Neil Yorke-Smith

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optimisation, scheduling, constraint optimisation, agent-based simulation, preferences, human-in-the-loop

Nicola Pezzotti, MSc

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Visual Analytics, Manifold Learning, Dimensionality Reduction, Explainable AI

Prof.dr. Richard Curran

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Airports, airlines, planning, scheduling, optimisation, multicriteria decision making, interdisciplinary optimisation

Prof.dr. Robert Babuska

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Reinforcement Learning, Deep Learning/Neural Networks, Clustering, State Estimation, Cognitive Robotics, Motion and Path Planning, Applications of Reinforcement Learning, Applications of Supervised Learning

Dr. Roger Groves

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aerospace, maintenance, manufacturing, monitoring

Dr. Sicco Verwer

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machine learning, automata, security, optimization

Dr. Stefano Speretta

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Autonomy, Planning