Advancing preference learning, optimisation theory, and scalable human-AI systems.
Structured modelling of human values and trade-offs in complex multi-objective environments.
Robust decision frameworks for high-dimensional, partially observed systems.
Interactive architectures that combine algorithmic precision with expert oversight.