Artificial Intelligence
Artificial Intelligence research in the Department of Computing at Imperial College London is centered around the study and development of intelligent, autonomous systems. Our research focuses on theoretical foundations as well as applications of AI.
Our expertise ranges from machine learning to knowledge representation and reasoning, autonomous agents and multi-agent systems, human-machine interactions and collectives, cognition and human modeling, data science, robotics, augmented reality, graphics, computer vision and imaging, audio-visual signal processing, natural language processing and affective computing.
Research groups and centres
Groups
- Adaptive & Intelligent Robotics Lab
- Algorithmic Human Developments
- Biomedical Image Analysis (BioMedIA)
- Brain and Behaviour Lab
- Computational Logic and Argumentation
- Computational Privacy Group
- The Discovery Sciences Group
- Group on Language Audio & Music (GLAM)
- Intelligent Behaviour Understanding (i-bug)
- Logic Production Systems
- Machine Learning Group
- Realistic Graphics and Imaging
- Robot Learning Lab
- Robot Vision Group
- Structured and Probabilistic Intelligent Knowledge Engineering (SPIKE)
- Verification of Autonomous Systems (VAS)
Academics
Academics
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Dr Dalal Alrajeh
Research interests
Formal methods, software engineering, artificial intelligence for constructing correct software and their applications (e.g., software for digital forensics).
Location
557, Huxley Building
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Dr Francesco Belardinelli
Research Interest
Logic and AI
Location
Roon 572b, Huxley building
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Dr Krysia Broda
Research interests
Logic Programming, Theorem Proving, Labelled Deductive Systems, (Teleo) Reactive Agents, Neural-Symbolic Integration.
Location
378, Huxley Building
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Prof. Michael Bronstein
Research interests
Geometry, Machine Learning, Computer Graphics and Shape Analysis, Computer Vision, Biometrics.
Location
Huxley Building
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Prof. Keith Clark
Research interests
Multi-agent systems and multi-threaded agent architectures, cognitive robotic, multi-threaded symbolic programming languages, teleo-reactive procedures and plans, ambient intelligence.
Location
450, Huxley Building
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Dr Antoine Cully
Research Interest
Robotics and Artificial Intelligence: How to use learning algorithms to make robots more versatile, robust, and adaptive
Location
Room 354, ACEX building
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Mr Jim Cunningham
Research interests
Practical applications of symbolic reasoning processes.
Location
450, Huxley Building
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Prof. Andrew Davison
Research interests
Computer Vision, Robotics, SLAM (Simultaneous Localisation and Mapping), Augmented Reality.
Location
303, William Penney Laboratory
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Dr Yves-Alexandre de Montjoye
Personal details
Dr Yves-Alexandre de Montjoye Senior Lecturer in Data Science InstituteSend email+44 (0)20 7594 0991
Research interests
Data Privacy, Machine Learning for biometric and behavioral identification, Infrastructure for the safe and anonymous use of data, Data Science for Good.
Location
Data Science Institute, William Penney Laboratory
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Dr Marc Deisenroth
Research interests
Statistical Machine Learning, Robotics, Control, Time-Series Analysis, Signal Processing.
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Prof. Abbas Edalat
Personal details
Prof. Abbas Edalat Professor of Computer Science and MathematicsSend email+44 (0)20 7594 8245
Research interests
Exact Computation in Differential and Integral Calculus, ODE's, Computational Geometry, Computation in Logical Form, Optimisation Theory, Game Theory, Computational Psychiatry, Attachment Based Psychotherapy.
Location
420, Huxley Building
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Dr Aldo Faisal
Research interests
Neurotechnology, Biomedical Engineering, Machine Learning, Algorithmic Prediction of Human Behaviour.
Location
407A, Huxley Building
4.08, Royal School of Mines -
Dr Abhijeet Ghosh
Research interests
Appearance Modeling, Computational Illumination and Photography for Graphics and Vision.
Location
376, Huxley Building
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Prof. Duncan F Gillies
Personal details
Prof. Duncan F Gillies Professor of Biomedical Data AnalysisSend email+44 (0)20 7594 8317
Research interests
Probabilistic inference, Biomedical Data Analysis.
Location
373, Huxley Building
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Dr Ben Glocker
Research interests
Biomedical Image Analysis and Computer Vision with a focus on semantic understanding of images using Machine Learning.
Location
377, Huxley Building
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Prof. Yi-Ke Guo
Research interests
Knowledge Discovery, Data Mining and Large-Scale Data Management.
Location
211A, William Penney Laboratory
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Prof. Nick Jennings
Personal details
Prof. Nick Jennings Vice-Provost (Research and Enterprise)Send email+44 (0)20 7594 8458
Research interests
Autonomous Systems, Agent-based Computing, Human-Agent Collectives, Multi-Agent Technology and Applications.
Location
4.10, Faculty Building
407C, Huxley Building -
Dr Edward Johns
Research Interest
Robot Learning , Robot Manipulation, Deep Learning, Reinforcement Learning, Computer Vision
Location
Room 365, ACEX Building
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Dr Bernhard Kainz
Research interests
Machine Learning, Visualisation, and Interactive Real-Time Image Processing, High-Performance Medical Data Analysis.
Location
372, Huxley Building
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Prof. Robert Kowalski
Research interests
Logic Programming, Abductive Logic Programming, Event Calculus and Deductive Databases, Multi-Agent Systems, Reactive Systems, Normative Reasoning.
Location
450, Huxley Building
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Dr Stefan Leutenegger
Research interests
Autonomous robot navigation: Building scalable maps, multi sensor fusion, map semantics, novel camera systems, application of these to Unmanned Aerial Systems (UAS) and ground robots.
Location
360, ACE Extension
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Prof. Alessio Lomuscio
Personal details
Prof. Alessio Lomuscio Professor of Safe Artificial IntelligenceSend email+ 44 (0)20 7594 8414
Research interests
Logic-Based Specification and Verification of Autonomous Systems.
Location
504, Huxley Building
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Prof. Wayne Luk
Research interests
Hardware and Architecture, Reconfigurable Computing, Design Automation.
Location
434, Huxley Building
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Dr Ruth Misener
Personal details
Dr Ruth Misener Professor in Computational OptimisationSend email+44 (0)20 7594 8315
Research interests
Global Optimization, Mixed-Integer Nonlinear Optimization, Optimization Software, Bioprocess Optimization.
Location
379, Huxley Building
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Prof Stephen Muggleton
Research interests
Inductive Logic Programming, Machine Learning Applications in Molecular Biology, Intelligent Adaptive Agents and Natural Language Learning.
Location
407B, Huxley Building
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Prof. Maja Pantic
Personal details
Prof. Maja Pantic Professor of Affective & Behavioural ComputingSend email+44 (0)20 7594 8195
Research interests
Computer Vision and Machine Learning for Affective Computing.
Location
380, Huxley Building
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Prof. Daniel Rueckert
Personal details
Prof. Daniel Rueckert Professor of Visual Information ProcessingSend email+44 (0)20 7594 8333
Research interests
Image Acquisition and Analysis using Machine Learning, Medical Applications.
Location
568, Huxley Building
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Prof. Alessandra Russo
Personal details
Prof. Alessandra Russo Professor in Applied Computational LogicSend email+44 (0)20 7594 8312
Research interests
Computational Logic, Logic-based Machine Learning, Probabilistic and Distributed Inference and their applications in cognitive systems and autonomous systems.
Location
560, Huxley Building
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Dr Fariba Sadri
Research interests
Multi-Agent Systems, Reactive Systems, Intention Recognition, Abductive Logic Programming, Event Calculus and Deductive Databases.
Location
447, Huxley Building
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Dr Bjoern Schuller
Research interests
Machine Learning, Audiovisual Signal Processing, Human-Computer/Robot-Interaction and Affective Computing.
Location
574, Huxley Building
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Prof. Marek Sergot
Research interests
Logics for Knowledge Representation and Reasoning: Logics of Action and Agency, Temporal/Normative/Legal Reasoning, Formal Theories of Organisations.
Location
446, Huxley Building
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Prof. Murray Shanahan
Personal details
Prof. Murray Shanahan Professor in Cognitive RoboticsSend email+44 (0)20 7594 8262
Research interests
Neurodynamics, Consciousness, Cognitive Robotics, Reinforcement Learning, General Artificial Intelligence, the Frame Problem and the Technological Singularity.
Location
378, Huxley Building
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Dr Viktoriia Sharmanska
Research interests
Computer Vision, Machine Learning, Deep Learning methods, Crowdsourcing.
Location
452, Huxley Building
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Prof. Lucia Specia
Research Interest
Natural Language Processing, Multimodal language processing, Machine translation, Quality evaluation and estimation of machine translation and other NLP applications, Text adaptation
Location
572a, Huxley Building
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Prof. Francesca Toni
Personal details
Prof. Francesca Toni Professor in Computational LogicSend email+44 (0)20 7594 8228
Research interests
Knowledge Representation and Reasoning: Argumentation, Abduction, Non-monotonic and Default Reasoning, Multi-Agent Systems. Argument Mining.
Location
430, Huxley Building
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Dr Mark van der Wilk
Research interests
Uncertainty in Machine Learning, Automatic Model Selection, Bayesian Inference, Reinforcement Learning, Bayesian Deep Learning, Generalisation
Location
Huxley Building
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Dr Wolfram Wiesemann
Personal details
Dr Wolfram Wiesemann Associate Professor of ManagementSend email+44 (0)20 7594 9150
Location
Imperial College Business School
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Dr Stefanos Zafeiriou
Research interests
Statistical machine learning with Applications in Computer Vision and Image/Signal analysis.
Location
375, Huxley Building