Agents 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.-Ing. Jens Kober

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Adaptive Behavior, Social Cognition And Interaction, "Modeling And Control Of Complex High-Dimensional Systems By Combining Physics-Based Models, Model-Based Reasoning, Optimization And Control Methods, And Machine Learning Models Built from Sensor Data", Human-in-the-loop Planning/Learning, Human-Robot/Agent Interaction, Applications of Reinforcement Learning, Applications of Supervised Learning, Deep Learning/Neural Networks, Reinforcement Learning, Sequential Decision Making, Behavior and Control, Cognitive Robotics, Human-Robot Interaction, Motion and Path Planning

Dr.ir. Emile Chappin

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

Prof.dr. Frances Brazier

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coordination and collaboration, ad-hoc teamwork, distributed problem solving, agent-based simulation and emergence, metareasoning and metaheuristics, human-computer interaction, user experience and usability, self-organisation

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

Prof.dr.ir. Geert-Jan Houben

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web science, data science

Prof. Gerd Kortuem

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internet of things, design, smart city, intelligent systems, data-centered design

Dr. Guido de Croon

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bio-inspired artificial intelligence, autonomous flight, self-learning robots

Dr.-ing. Henriette Bier

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Dr. Huijuan Wang

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AI-networking, social-ware recommender system, social contagion, system control

Dr. Javier Alonso-Mora

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robotics, multi-robot systems, intelligent transportation, planning

Dr. Julian Kooij

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Dr. Julián Urbano

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Enhancing Web Search and Information Retrieval, Evaluation and Analysis, Multimedia and Multimodal Web Applications

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. Martijn Warnier

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Network Modeling Prediction And Optimization, Modeling And Prediction Of Dynamic And Spatiotemporal Phenomena And Systems, Modeling the Interactions Of Agents With Different And Often Conflicting Interests, Optimality in the Context of Human Computation, Machine Learning Applications (General/other), Agent-Based Simulation and Emergent Behavior, Coordination and Collaboration, Uncertainty in AI (General/Other)

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. Nava Tintarev

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recommender systems, explanations, diversity

Dr. Neil Yorke-Smith

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

Dr. Odette Scharenborg

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Natural language understanding and dialogue, Language Acquisition, Cognitive Architectures, Simulating Humans, AI Storytelling, Human Computation and AI, Human-Computer Interaction, Active Learning from Imperfect Human Labelers, Applications of Supervised Learning, Applications of Unsupervised Learning, Humanities, Classification, Clustering, Deep Learning/Neural Networks, Machine Learning, Semisupervised Learning, Human-Robot Interaction, Speech Recognition

Prof.dr. Richard Curran

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

Dr. Virginia Dignum

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multi agent systems, human-agent interaction, ethics of artificial intelligence, agent based modelling

Dr. Willem-Paul Brinkman

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Conversational agents, Behavior Change support systems, intelligent virtual agents, HAI Human-Computer Interaction, HAI User Experience and Usability; APP Computer-Aided Education, CM Simulating Humans, CS Natural Language understanding and dialogue, HAC Human-Agent Interaction, KRR Belief change, NLPML Discourse and dialogue