Machine Learning Researchers

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

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. 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

Dr. Guido de Croon

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

Dr. Huijuan Wang

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

Dr. Jan van Gemert

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Computer Vision, Deep Learning

Dr. Joana Goncalves

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ML: Clustering
ML: Time-Series/Data Streams
MLA: Machine Learning Applications (General)
ML: Machine Learning (General)
APP: Biomedical/Bioinformatics

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. 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

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

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. Roger Groves

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aerospace, maintenance, manufacturing, monitoring

Dr. Stefano Speretta

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Autonomy, Planning

Dr. Thomas Abeel

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Biomedical/Bioinformatics, Classification, Clustering, Data Mining and Knowledge Discovery, Deep Learning/Neural Networks, Dimensionality Reduction/Feature Selection, Ensemble Methods

Dr. Julian Kooij

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Dr.ir. Emile Chappin

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

Dr. Jan Rellermeyer

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Distributed Machine Learning, Machine Learning Systems, Large-Scale AI Systems

Dr. Lydia Chen

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Dr.-ing. Henriette Bier

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