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Machine Learning Initiative at Imperial

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Reinforcement learning and online learning

Researchers involved

Anil Anthony Bharath

Anil Anthony Bharath

Anil Anthony Bharath
Bioengineering and DSI

Aldo Faisal

Aldo Faisal

Aldo Faisal
Bioengineering and Computing

Sarah Filippi

Sarah Filippi

Sarah Filippi
Mathematics and Public Health

Andras Gyorgy

Andras Gyorgy

Andras Gyorgy
Electrical and Electronic Engineering

Edward Johns

Edward Johns

Edward Johns
Computing

T-K Kim

T-K Kim
Electrical and Electronic Engineering

Petar Kormushev

Petar Kormushev

Petar Kormushev
Design Engineering: deep reinforcement learning for robotics

Danilo Mandic

Danilo Mandic

Danilo Mandic
Electrical and Electronic Engineering

Stephen Muggleton

Stephen Muggleton

Stephen Muggleton
Computing

Research of core members

  • Theory
    • Probabilistic models and approximate inference
    • Reinforcement learning and online learning
    • Deep learning
    • Optimisation
    • Causality
    • Computational learning theory
  • Applications
    • Robotics and control
    • Computer vision
    • Speech, Text and Natural Language Processing
    • Security and Privacy
    • Computational Social Science
    • Neuroscience
    • Bioinformatics and systems biology
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