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

Academics

Academics

  • Dr Dalal Alrajeh

    Dr Dalal Alrajeh

    Personal details

    Dr Dalal Alrajeh Senior Lecturer

    +44 (0)20 7594 2421

    Research interests

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

    Location

    557, Huxley Building

  • Dr Francesco Belardinelli

    Francesco Belardinelli

    Personal details

    Dr Francesco Belardinelli Senior Lecturer

    Research Interest

    Logic and AI

    Location

    Roon 572b, Huxley building

  • Dr Krysia Broda

    Dr Krysia Broda

    Personal details

    Dr Krysia Broda Emeritus Professor

    +44 (0)20 7594 8426

    Research interests

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

    Location

    378, Huxley Building

  • Prof. Michael Bronstein

    bronstein

    Personal details

    Prof. Michael Bronstein Chair in Machine Learning and Pattern Recognition

    Research interests

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

    Location

    Huxley Building

  • Prof. Keith Clark

    Prof. Keith Clark

    Personal details

    Prof. Keith Clark Emeritus Professor

    +44 (0)20 7594 8284

    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

  • Dr Antoine Cully

    Antoine Cully

    Personal details

    Dr Antoine Cully Senior Lecturer

    +44 (0)20 7594 8204

    Research Interest

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

    Location

    Room 354, ACEX building

  • Mr Jim Cunningham

    Mr Jim Cunningham

    Personal details

    Mr Jim Cunningham Emeritus Reader

    +44 (0)20 7594 8284

    Research interests

    Practical applications of symbolic reasoning processes.

    Location

    450, Huxley Building

  • Dr Marc Deisenroth

    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.

  • Prof. Andrew Davison

    Prof. Andrew Davison

    Personal details

    Prof. Andrew Davison Professor of Robot Vision

    +44 (0)20 7594 8316

    Research interests

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

    Location

    303, William Penney Laboratory

  • Dr Yves-Alexandre de Montjoye

    Personal details

    Dr Yves-Alexandre de Montjoye Reader

    +44 (0)20 7594 0991

    Research interests

    Data privacy, machine learning, biometric and behavioural identification, safe and anonymous use of data, data science for good.

    Location

    Data Science Institute, William Penney Laboratory

  • Prof. Abbas Edalat

    Prof. Abbas Edalat

    Personal details

    Prof. Abbas Edalat Professor of Computer Science and Mathematics

    +44 (0)20 7594 8245

    Research interests

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

    Location

    420, Huxley Building

  • Prof Aldo Faisal

    Dr Aldo Faisal

    Personal details

    Prof Aldo Faisal Professor of AI & Neuroscience

    +44 (0)20 7594 6373

    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

    Dr Abhijeet Ghosh

    Personal details

    Dr Abhijeet Ghosh Professor of Graphics and Imaging

    +44 (0)20 7594 8351

    Research interests

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

    Location

    376, Huxley Building

  • Prof. Duncan F Gillies

    Prof. Duncan F Gillies

    Personal details

    Prof. Duncan F Gillies Professor of Biomedical Data Analysis

    +44 (0)20 7594 8317

    Research interests

    Probabilistic inference, Biomedical Data Analysis.

    Location

    373, Huxley Building

  • Prof Ben Glocker

    Dr Ben Glocker

    Personal details

    Prof Ben Glocker Professor in Medical Image Computing

    +44 (0)20 7594 8334

    Research interests

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

    Location

    377, Huxley Building

  • Dr Edward Johns

    edward Johns

    Personal details

    Dr Edward Johns Senior Lecturer

    Research Interest

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

    Location

    Room 365, ACEX Building

  • Dr Bernhard Kainz

    Dr Bernard Kainz

    Personal details

    Dr Bernhard Kainz Reader

    +44 (0)20 7594 8349

    Research interests

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

    Location

    372, Huxley Building

  • Prof. Robert Kowalski

    Prof. Robert Kowalski

    Personal details

    Prof. Robert Kowalski Emeritus Professor

    +44 (0)20 7594 8284

    Research interests

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

    Location

    450, Huxley Building

  • Dr Yingzhen Li

    Dr Yingzhen Li

    Personal details

    Dr Yingzhen Li Senior Lecturer

    Research interests

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

    Location

    Huxley Building

  • Prof. Alessio Lomuscio

    Prof. Alessio Lomuscio

    Personal details

    Prof. Alessio Lomuscio Professor of Safe Artificial Intelligence

    + 44 (0)20 7594 8414

    Research interests

    Logic-based specification, verification of autonomous systems.

    Location

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

  • Prof. Wayne Luk

    Prof. Wayne Luk

    Personal details

    Prof. Wayne Luk Professor of Computer Engineering

    +44 (0)20 7594 8313

    Research interests

    Hardware and architecture, reconfigurable computing, design automation.

    Location

    434, Huxley Building

  • Dr Pedro Mediano

    Personal details

    Dr Pedro Mediano Lecturer

    Research interests

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

    Location

    572, Huxley building

     
  • Prof Ruth Misener

    Dr Ruth Misener

    Personal details

    Prof Ruth Misener Professor in Computational Optimisation

    +44 (0)20 7594 8315

    Research interests

    Global optimisation, mixed-integer nonlinear optimisation, optimisation software, bioprocess optimisation.

    Location

    379, Huxley Building

  • Prof Stephen Muggleton

    Prof Stephen Muggleton

    Personal details

    Prof Stephen Muggleton Professor of Machine Learning

    +44 (0)20 7594 8307

    Research interests

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

    Location

    407B, Huxley Building

  • Prof. Maja Pantic

    Prof. Maja Pantic

    Personal details

    Prof. Maja Pantic Professor of Affective & Behavioural Computing

    +44 (0)20 7594 8195

    Research interests

    Computer vision, machine learning, and affective computing.

    Location

    380, Huxley Building

  • Dr. Marek Rei

    Dr. Marek Rei

    Personal details

    Dr. Marek Rei Senior Lecturer in Machine Learning and NLP

    Research interests

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

    Location

    555, Huxley Building

  • Islem Rekik

    Personal details

    Islem Rekik Senior Lecturer at I-X

    Research interests

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

    Location

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

  • Prof. Daniel Rueckert

    Prof. Daniel Rueckert

    Personal details

    Prof. Daniel Rueckert Professor of Visual Information Processing

    +44 (0)20 7594 8333

    Research interests

    Image acquisition and analysis using machine learning, medical applications.

    Location

    568, Huxley Building

  • Prof. Alessandra Russo

    Prof. Alessandra Russo

    Personal details

    Prof. Alessandra Russo Professor in Applied Computational Logic

    +44 (0)20 7594 8312

    Research interests

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

    Location

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

  • Dr Viktoriia Sharmanska

    Dr Viktoriia Sharmanska

    Personal details

    Dr Viktoriia Sharmanska Honorary Research Fellow

    +44 (0)20 7594 8241

    Research interests

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

    Location

    452, Huxley Building

  • Dr Nicole Salomons

    Personal details

    Dr Nicole Salomons Lecturer at I-X

    Research interests

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

    Location

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

  • Prof Bjoern Schuller

    Dr Bjoern Schuller

    Personal details

    Prof Bjoern Schuller Professor in Machine Learning

    +44 (0)20 7594 8357

    Research interests

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

    Location

    574, Huxley Building

  • Prof. Marek Sergot

    Prof. Marek Sergot

    Personal details

    Prof. Marek Sergot Emeritus Professor

    +44 (0)20 7594 8218

    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

  • Prof. Murray Shanahan

    Prof. Murray Shanahan

    Personal details

    Prof. Murray Shanahan Professor in Cognitive Robotics

    +44 (0)20 7594 8262

    Research interests

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

    Location

    378, Huxley Building

  • Prof. Lucia Specia

    lucia specia

    Personal details

    Prof. Lucia Specia Professor

    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

  • Prof. Francesca Toni

    Prof. Francesca Toni

    Personal details

    Prof. Francesca Toni Professor in Computational Logic

    +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

  • Dr Calvin Tsay

    Dr Calvin Tsay

    Personal details

    Dr Calvin Tsay Lecturer

    Research interests

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

    Location

    Huxley Building

  • Dr Mark van der Wilk

    Mark Van der Wilk

    Personal details

    Dr Mark van der Wilk Lecturer

    Research interests

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

    Location

    Huxley Building

  • Dr Wolfram Wiesemann

    Dr Wolfram Wiesemann

    Personal details

    Dr Wolfram Wiesemann Associate Professor of Management

    +44 (0)20 7594 9150

    Location

    Imperial College Business School

  • Dr Stefanos Zafeiriou

    Dr Stefanos Zafeiriou

    Personal details

    Dr Stefanos Zafeiriou Professor

    +44 (0)20 7594 8461

    Research interests

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

    Location

    375, Huxley Building