Optimisation
Search and resource-allocation problems with large, nonlinear or uncertain solution spaces.
Applied intelligence
Research designed to travel beyond the benchmark.
SwarmLab connects foundational computational-intelligence research with high-value problems in optimisation, AI and autonomous systems.
AI & model tuning
Population-based tuning and feature/model selection when exhaustive evaluation is impractical.
Robotic coordination
Decentralised task allocation, formation and adaptation across fleets of autonomous agents.
Decision systems
Resilient multi-agent approaches to scheduling, routing, planning and dynamic prioritisation.
Research translation
From mechanism
to operational value.
Applied work begins by identifying the decision structure: objectives, constraints, uncertainty, available signals and computational budget. The appropriate collective mechanism is then evaluated against meaningful baselines before any deployment pathway is proposed.
01Frame the decision→02Select the mechanism→03Evaluate rigorously→04Translate responsibly
Bring us a difficult problem