CDT-D2AIR Observable/Auditable Course Topics

As part of the CDT-D2AIR course on Synthesis of Dependable and Deployable AI for Robotics, students will have an opportunity to observe/audit topics in a number of AI and robotics courses at Heriot-Watt University and the University of Edinburgh. The following is an indicative list of courses/topics that will be available to CDT students:

Heriot-Watt University taught

  • Advanced Interaction Design
  • Advanced Software Engineering
  • Biologically Inspired Computing
  • Computer Games Programming
  • Conversational Agents and Spoken Language Processing
  • Data Mining and Machine Learning
  • Foundations of Learning and Computer Vision
  • Graph Methods for Imaging, Vision and Computing
  • Human Robot Interaction
  • Image Processing
  • Industrial Programming
  • Intelligent Robotics
  • Optimisation & Deep Learning for Imaging and Vision
  • Programs and Proofs or Mechanised Verification
  • Rigorous Methods for Software Engineering
  • Robotic Mechanical Systems
  • Robotics Systems Science
  • Software Engineering Foundations
  • Statistical Modelling and Analysis

University of Edinburgh taught

  • Advanced Robotics
  • Algorithmic Game Theory and its Applications
  • Applied Machine Learning
  • Bayesian Theory
  • Case Studies in AI Ethics
  • Computer Graphics
  • Computer Vision
  • Formal Verification
  • Fundamentals of Optimization
  • Human Computer Interaction
  • Machine Learning and Pattern Recognition
  • Machine Learning Theory
  • Machine Learning Practical
  • Modelling Concurrent Systems
  • Principles and Design of IoT Systems
  • Privacy and Security with Machine Learning
  • Probabilistic Modelling and Reasoning
  • Reinforcement Learning
  • Secure Programming
  • Security Engineering
  • Software Development
  • Standards Compliant Software Development

Please note that some of the above courses/topics may not be available in a particular year. Details of the courses available to students to observe/audit will be distributed at the start of the CDT-D2AIR programme.