Research Program

  • Print

Computational Intelligence for Trusted Autonomy

  • Modular Neural and Neuro-Fuzzy Ensembles 

  • Neural controllers in highly uncertain and conflicting objectives environments 

  • Deep neural networks for sensor to effectors modelling

 

Human-Machine Interaction

  • Understanding, modelling and shaping trust in humans and machines

  • User profiling (including EEG and BCI) in complex uncertain environments using internal and data driven models

  • Principles of experimental design for in-situ environments

 

Data & Decision Analytics

  • Big data analytics

  • Autonomous optimization and reasoning

  • Computational red teaming

 

Unmanned Vehicles

  • Ground control of unmanned vehicles

  • On-board autonomous control embedded systems

  • On-board sensing and fusion models