Machine Learning and AI (inc. multi-agent systems)

Supervisors for Machine Learning and AI (inc. multi-agent systems)

  • Keywords:
    Natural Language Processing, AI, safety fairness and ethics
    Theme:
    Human Robot Interaction, NLP, Machine Learning and AI (inc. multi-agent systems)
  • Keywords:
    autonomous agents, multi-agent systems, reinforcement learning, probabilistic inference, state estimation
    Theme:
    Control and Motion Planning, Machine Learning and AI (inc. multi-agent systems), Verification and Security
    University of Edinburgh
  • Keywords:
    Institute of Sensors, Signals and Systems; research; uk; robotics; biomedical; imaging
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems), Bioinspired Approaches
    Heriot-Watt University
  • Keywords:
    field robotics; agricultural robotics; remote sensing; crop characterization and phenotyping; perception and computer...
    Theme:
    Control and Motion Planning, Machine Learning and AI (inc. multi-agent systems)
    Heriot-Watt University
  • Keywords:
    Explainable AI, Machine learning, Cognitive robotics, Integrated task and motion planning
    Theme:
    Control and Motion Planning, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems), Verification and Security
    University of Edinburgh
  • Keywords:
    Computer vision and machine learning
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems)
    University of Edinburgh
  • Keywords:
    Automation, imaging, defect, construction, management
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems)
    University of Edinburgh
  • Keywords:
    Robotics, reinforcement learning, multi-agent systems, intelligent control, ad hoc teamwork.
    Theme:
    Control and Motion Planning, Machine Learning and AI (inc. multi-agent systems)
    Heriot-Watt University
  • Keywords:
    Machine learning; AI; computer vision; computational imaging; information fusion, medical imaging, signal processing
    Theme:
    Control and Motion Planning, Machine Learning and AI (inc. multi-agent systems), Robot Design and Soft Robotics
    Heriot-Watt University
  • Keywords:
    radar, lidar, computer vision, image processing, compressed sensing, sampling, sensor fusion, machine learning
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems)
    University of Edinburgh
  • Keywords:
    Cognitive robotics, human-robot interaction, multi-agent systems, internet of things, cloud robotics, ambient assisted...
    Theme:
    Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems)
    Heriot-Watt University
  • Keywords:
    Assistive robotics, skill assistance, physical human-robot interaction, medical robotics, mechatronics design
    Theme:
    Control and Motion Planning, Vision and Perception, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems), Robot Design and Soft Robotics
    Heriot-Watt University
  • Keywords:
    image processing, computational imaging, 3D Lidar
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems), Bioinspired Approaches
    Heriot-Watt University
  • Keywords:
    Robot learning; self-organisation; developmental robotics; neuroprosthetics; computational neuroscience; data analysis
    Theme:
    Control and Motion Planning, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems), Bioinspired Approaches
    University of Edinburgh
  • Keywords:
    Natural Language Processing, Natural Language Generation, Deep Learning, Machine Learning
    Theme:
    NLP, Machine Learning and AI (inc. multi-agent systems)
    Heriot-Watt University
  • Keywords:
    Robotics, computer vision and AI, medical robotics, autonomous systems, industrial applications.
    Theme:
    Control and Motion Planning, Vision and Perception, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems)
    Heriot-Watt University
  • Keywords:
    Human-robot interaction, speech, machine learning, multimodal interfaces, collaboration, HRI
    Theme:
    Human Robot Interaction, NLP, Machine Learning and AI (inc. multi-agent systems)
    Heriot-Watt University
  • Keywords:
    Computer Graphics, 3D Vision, Shape Analysis, Geometry Processing, 3D reconstruction, Sketch-based modeling, Medical...
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems)
    University of Edinburgh
  • Keywords:
    Visualisation, haptic interfaces, manufacturing
    Theme:
    Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems), Robot Design and Soft Robotics, Bioinspired Approaches
    Heriot-Watt University
  • Keywords:
    SLAM, Sensing and Perception under Visual Degradation. Multi-modal sensor fusion
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems)
    University of Edinburgh
  • Keywords:
    cognitive science, active learning, probabilistic models, transfer learning, multi-task learning, compositionality
    Theme:
    Machine Learning and AI (inc. multi-agent systems), Bioinspired Approaches
    University of Edinburgh
  • Keywords:
    Computer Vision, Machine Learning, Deep Learning, 3D Understanding, AI for Social Good
    Theme:
    Vision and Perception, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems)
    University of Edinburgh
  • Keywords:
    Legged robotics, Optimal control, Numerical optimization, Reinforcement learning, Model predictive control, Motion...
    Theme:
    Control and Motion Planning, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems), Robot Design and Soft Robotics
    Heriot-Watt University
  • Keywords:
    Optimization Algorithms and Theory, Machine Learning, Multimodal Signal Processing, Network Science
    Theme:
    Control and Motion Planning, Vision and Perception, Machine Learning and AI (inc. multi-agent systems), Verification and Security
    Heriot-Watt University
  • Keywords:
    Logic, Automata Theory, Game Theory, Multi-Agent Systems, Formal Verification, Automated Synthesis, Model Checking
    Theme:
    Machine Learning and AI (inc. multi-agent systems), Verification and Security
  • Keywords:
    Bio-inspired Computing, Machine Learning, Deep Learning, Explainable AI, Qualitative Reasoning
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems), Bioinspired Approaches
    Heriot-Watt University
  • Keywords:
    Automated planning, cognitive robotics, knowledge representation and reasoning, human-robot interaction, explainable...
    Theme:
    Control and Motion Planning, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems)
    Heriot-Watt University
  • Keywords:
    Robot Learning for Decision Making under Uncertainty, Dexterous Manipulation and Control, Human-Robot Interaction,...
    Theme:
    Control and Motion Planning, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems), Bioinspired Approaches, Verification and Security
    University of Edinburgh
  • Keywords:
    human-robot interaction; human behaviour understanding; social robotics; assistive technologies; affective computing;...
    Theme:
    Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems)
    Heriot-Watt University
  • Keywords:
    Knowledge representation and reasoning, cognitive systems, interactive learning, control systems, human-robot...
    Theme:
    Control and Motion Planning, Vision and Perception, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems)
    University of Edinburgh
  • Keywords:
    Parallel programming languages, domain specific languages, dataflow models, embedded systems, hardware, model checking...
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems), Verification and Security
    Heriot-Watt University
  • Keywords:
    Approximate physical simulation, manipulation of deformable objects
    Theme:
    Control and Motion Planning, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems)
    University of Edinburgh
  • Keywords:
    Embodied AI, NLP, Language Grounding, Deep Learning, Multimodal Machine Learning, Dialogue Systems
    Theme:
    Vision and Perception, Human Robot Interaction, NLP, Machine Learning and AI (inc. multi-agent systems)
    Heriot-Watt University
  • Keywords:
    Robot motion planning; human-robot co-operation; robot safety; AUV fault diagnosis and recovery
    Theme:
    Control and Motion Planning, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems), Robot Design and Soft Robotics, Bioinspired Approaches
    Heriot-Watt University
  • Keywords:
    Explainable AI, machine learning, deep learning, biomedical image, wearable data and computer vision
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems)
    Heriot-Watt University
  • Keywords:
    Neurorobotics, Human-Robot Interaction, Rehabilitation Robotics, Evolutionary Robotics, Swarm Robotics, Biologically-...
    Theme:
    Control and Motion Planning, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems), Bioinspired Approaches
    Heriot-Watt University
  • Keywords:
    deep generative models, complex reasoning, neuro-symbolic AI, reliable and efficient probabilistic inferece, automated...
    Theme:
    Machine Learning and AI (inc. multi-agent systems), Verification and Security
    University of Edinburgh
  • Keywords:
    Humanoid robotics; Robot learning; Computational motor control; Adaptive motion synthesis; Prosthetics
    Theme:
    Control and Motion Planning, Human Robot Interaction, Machine Learning and AI (inc. multi-agent systems)
    University of Edinburgh
  • Keywords:
    Machine learning, medical imaging, computer vision
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems), Robot Design and Soft Robotics, Bioinspired Approaches
    Heriot-Watt University
  • Keywords:
    compressive sensing, computational imaging, optimisation algorithms
    Theme:
    Vision and Perception, Machine Learning and AI (inc. multi-agent systems), Bioinspired Approaches
    Heriot-Watt University
Please see the list of themes on the menu on the left. Selecting one of these themes will take you to the list of supervisors associated with this particular area of research.