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.

AI

Research groups and centres

Groups

Centres

Academics

Academics

  • Dr Dalal Alrajeh

    Personal details

    Dr Dalal Alrajeh Associate Professor of Computer Science

    +44 (0)20 7594 2421

    Location

    557, Huxley Building

    Research interests

    Formal methods, software engineering, artificial intelligence for correct software, and software for digital forensics.

  • Dr Tolga Birdal

    Personal details

    Dr Tolga Birdal Lecturer

    Location

    Huxley Building

    Research interests

    3D computer vision, geometric machine learning, non-euclidean geometry, topological deep learning .

  • Dr Francesco Belardinelli

    Personal details

    Dr Francesco Belardinelli Senior Lecturer

    Location

    Roon 572b, Huxley building

    Research Interest

    Logic and AI

  • Dr Krysia Broda

    Personal details

    Dr Krysia Broda Emeritus Professor

    +44 (0)20 7594 8426

    Location

    378, Huxley Building

    Research interests

    Logic Programming, Theorem Proving, Labelled Deductive Systems, (Teleo) Reactive Agents, Neural-Symbolic Integration.

  • Prof. Michael Bronstein

    Personal details

    Prof. Michael Bronstein Chair in Machine Learning and Pattern Recognition

    Location

    Huxley Building

    Research interests

    Geometry, Machine Learning, Computer Graphics and Shape Analysis, Computer Vision, Biometrics.

  • Prof. Keith Clark

    Personal details

    Prof. Keith Clark Emeritus Professor

    +44 (0)20 7594 8284

    Location

    450, Huxley Building

    Research interests

    Multi-agent systems and multi-threaded agent architectures, cognitive robotic, multi-threaded symbolic programming languages, teleo-reactive procedures and plans, ambient intelligence.

  • Dr Antoine Cully

    Personal details

    Dr Antoine Cully Senior Lecturer

    +44 (0)20 7594 8204

    Location

    Room 354, ACEX building

    Research Interest

    Robotics and Artificial Intelligence: How to use learning algorithms to make robots more versatile, robust, and adaptive

  • Mr Jim Cunningham

    Personal details

    Mr Jim Cunningham Emeritus Reader

    +44 (0)20 7594 8284

    Location

    450, Huxley Building

    Research interests

    Practical applications of symbolic reasoning processes.

  • Dr Marc Deisenroth

    Personal details

    Dr Marc Deisenroth Visiting Professor

    +44 (0)20 7594 8234

    Research interests

    Statistical Machine Learning, Robotics, Control, Time-Series Analysis, Signal Processing.

  • Professor Andrew Davison

    Personal details

    Professor Andrew Davison Professor of Robot Vision

    +44 (0)20 7594 8316

    Location

    303, William Penney Laboratory

    Research interests

    Computer vision, robotics, Simultaneous Localisation and Mapping (SLAM), augmented reality.

  • Professor Yves-Alexandre de Montjoye

    Personal details

    Professor Yves-Alexandre de Montjoye Professor of Applied Mathematics and Computer Science

    Location

    Data Science Institute, William Penney Laboratory

    Research interests

    AI Security and privacy, machine learning, AI safety, memorization, automated attacks.

  • Professor Abbas Edalat

    Personal details

    Professor Abbas Edalat Professor of Computer Science and Mathematics

    +44 (0)20 7594 8245

    Location

    420, Huxley Building

    Research interests

    Differential and integral calculus, computational geometry, computation in logical form, optimisation theory, game theory, computational psychiatry, attachment based psychotherapy.

  • Professor Aldo Faisal

    Personal details

    Professor Aldo Faisal Professor of AI & Neuroscience

    +44 (0)20 7594 6373

    Location

    407A, Huxley Building
    4.08, Royal School of Mines

    Research interests

    Neurotechnology, biomedical engineering, machine learning, algorithmic prediction of human behaviour.

  • Dr Abhijeet Ghosh

    Personal details

    Dr Abhijeet Ghosh Professor of Graphics and Imaging

    +44 (0)20 7594 8351

    Location

    376, Huxley Building

    Research interests

    Appearance modeling, computational illumination, photography for graphics and vision.

  • Prof. Duncan F Gillies

    Personal details

    Prof. Duncan F Gillies Professor of Biomedical Data Analysis

    +44 (0)20 7594 8317

    Location

    373, Huxley Building

    Research interests

    Probabilistic inference, Biomedical Data Analysis.

  • Professor Ben Glocker

    Personal details

    Professor Ben Glocker Professor in Machine Learning for Imaging

    +44 (0)20 7594 8334

    Location

    377, Huxley Building

    Research interests

    Biomedical image analysis, computer vision, semantic image understanding, machine learning.

  • Dr Edward Johns

    Personal details

    Dr Edward Johns Senior Lecturer

    Location

    Room 365, ACEX Building

    Research Interest

    Robot Learning , Robot Manipulation, Deep Learning, Reinforcement Learning, Computer Vision

  • Dr Bernhard Kainz

    Personal details

    Dr Bernhard Kainz Professor in Medical Image Computing

    +44 (0)20 7594 8349

    Location

    372, Huxley Building

    Research interests

    Machine learning, visualisation, interactive real-time image processing, high-performance medical data analysis.

  • Prof. Robert Kowalski

    Personal details

    Prof. Robert Kowalski Emeritus Professor

    +44 (0)20 7594 8284

    Location

    450, Huxley Building

    Research interests

    Logic Programming, Abductive Logic Programming, Event Calculus and Deductive Databases, Multi-Agent Systems, Reactive Systems, Normative Reasoning.

  • Dr Yingzhen Li

    Personal details

    Dr Yingzhen Li Associate Professor in Machine Learning

    Location

    Huxley Building

    Research interests

    Machine learning, Bayesian statistics, representation learning, generative models, robustness in learning, AI-assisted decision making.

  • Professor Alessio Lomuscio

    Personal details

    Professor Alessio Lomuscio Professor of Safe Artificial Intelligence

    + 44 (0)20 7594 8414

    Location

    I-X, Translation and Innovation Hub (I-HUB), White City Campus

    Research interests

    Verification and assurance of AI-based systems, v alidation of computer vision systems, r obustness, certified learning, neurosymbolic systems, l ogic-based specification and verification of autonomous systems.  

  • Professor Wayne Luk

    Personal details

    Professor Wayne Luk Professor of Computer Engineering

    +44 (0)20 7594 8313

    Location

    434, Huxley Building

    Research interests

    Hardware and architecture, reconfigurable computing, design automation.

  • Dr Pedro Mediano

    Personal details

    Dr Pedro Mediano Associate Professor in Neural Computation

    Location

    572, Huxley building

     

    Research interests

    Computation in neural systems, computational cognitive neuroscience, information theory, machine learning, neurodynamics, mental health, and consciousness.

  • Professor Ruth Misener

    Personal details

    Professor Ruth Misener Professor in Computational Optimisation

    +44 (0)20 7594 8315

    Location

    379, Huxley Building

    Research interests

    Computational optimisation, mixed-integer nonlinear optimisation, Bayesian optimisation, open-source software.

  • Professor Stephen Muggleton

    Personal details

    Professor Stephen Muggleton Professor of Machine Learning

    +44 (0)20 7594 8307

    Location

    407B, Huxley Building

    Research interests

    Inductive logic programming, machine learning applications in molecular biology, intelligent adaptive agents, natural language learning.

  • Professor Maja Pantic

    Personal details

    Professor Maja Pantic Professor of Affective & Behavioural Computing

    +44 (0)20 7594 8195

    Location

    380, Huxley Building

    Research interests

    Computer vision, machine learning, and affective computing.

  • Dr. Marek Rei

    Personal details

    Dr. Marek Rei Senior Lecturer in Machine Learning and NLP

    Location

    555, Huxley Building

    Research interests

    Machine learning, natural language understanding, neural architectures, representation learning, compositional semantics, educational and healthcare application.

  • Islem Rekik

    Personal details

    Islem Rekik Associate Professor in Computing

    Location

    5th floor, Imperial-X (I-HUB) White City Campus

    Research interests

    Machine learning, deep learning, predictive intelligence in medicine, network neuroscience, holistic artificial intelligence.

  • Professor Daniel Rueckert

    Personal details

    Professor Daniel Rueckert Professor of Visual Information Processing

    +44 (0)20 7594 8333

    Location

    568, Huxley Building

    Research interests

    Image acquisition and analysis using machine learning, medical applications.

  • Professor Alessandra Russo

    Personal details

    Professor Alessandra Russo Professor in Applied Computational Logic

    +44 (0)20 7594 8312

    Location

    I-X, Translation and Innovation Hub (I-HUB), White City Campus

    Research interests

    Computational logic, logic-based machine learning, probabilistic and distributed Inference, cognitive systems, autonomous systems.

  • Dr Viktoriia Sharmanska

    Personal details

    Dr Viktoriia Sharmanska Honorary Research Fellow

    +44 (0)20 7594 8241

    Location

    452, Huxley Building

    Research interests

    Computer Vision, Machine Learning, Deep Learning methods, Crowdsourcing.  

  • Dr Nicole Salomons

    Personal details

    Dr Nicole Salomons Assistant Professor in Computing

    Location

    I-X, Translation and Innovation Hub (I-HUB), White City Campus

    Research interests

    Human-robot interaction, intelligent tutoring systems, artificial intelligence, user modelling, and robotics.

  • Professor Bjoern Schuller

    Personal details

    Professor Bjoern Schuller Professor in Machine Learning

    +44 (0)20 7594 8357

    Location

    574, Huxley Building

    Research interests

    Machine Learning, Audio-visual signal processing, human-computer/robot-interaction, and affective computing.

  • Prof. Marek Sergot

    Personal details

    Prof. Marek Sergot Emeritus Professor

    +44 (0)20 7594 8218

    Location

    446, Huxley Building

    Research interests

    Logics for Knowledge Representation and Reasoning: Logics of Action and Agency, Temporal/Normative/Legal Reasoning, Formal Theories of Organisations.

  • Professor Murray Shanahan

    Personal details

    Professor Murray Shanahan Professor in Cognitive Robotics

    +44 (0)20 7594 8262

    Location

    378, Huxley Building

    Research interests

    Neurodynamics, consciousness, cognitive robotics, reinforcement learning, general artificial intelligence, technological singularity.

  • Prof. Lucia Specia

    Personal details

    Prof. Lucia Specia Professor

    Location

    572a, Huxley Building

    Research Interest

    Natural Language Processing,  Multimodal language processing,  Machine translation,  Quality evaluation and estimation of machine translation and other NLP applications,  Text adaptation 

  • Professor Francesca Toni

    Personal details

    Professor Francesca Toni Professor in Computational Logic

    +44 (0)20 7594 8228

    Location

    430, Huxley Building

    Research interests

    Knowledge representation and reasoning, argumentation, abduction, non-monotonic and default reasoning, multi-agent systems, argument mining.

  • Dr Calvin Tsay

    Personal details

    Dr Calvin Tsay Associate Professor in Computing

    Location

    Huxley Building

    Research interests

    Optimisation, control, computational methods, machine learning, and engineering processes.

  • Dr Mark van der Wilk

    Personal details

    Dr Mark van der Wilk Lecturer

    Location

    Huxley Building

    Research interests

    Uncertainty in Machine Learning, Automatic Model Selection, Bayesian Inference, Reinforcement Learning, Bayesian Deep Learning, Generalisation

  • Dr Wolfram Wiesemann

    Personal details

    Dr Wolfram Wiesemann Associate Professor of Management

    +44 (0)20 7594 9150

    Location

    Imperial College Business School

  • Professor Stefanos Zafeiriou

    Personal details

    Professor Stefanos Zafeiriou Head of the Department of Computing and Professor in Machine Learning and Computer Vision

    +44 (0)20 7594 8461

    Location

    375, Huxley Building

    Research interests

    Machine learning, computer vision, and image/signal analysis.

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