Projects

Ideas become useful when they can be tested.

A growing collection of experiments, implementations and research-led technical work.

Selected directions

Work in progress

The first version groups the work by research question. Individual project pages can be added as each story and result is documented.

01 · Coordination

Cooperative multi-agent learning

Experiments around distributed learning, shared strategies and coordination under partial information.

  • Multi-agent RL
  • Coordination
  • Generalisation

02 · Reliability

Trustworthy agent systems

Methods and evaluation ideas for agents operating under uncertainty and changing conditions.

  • Robustness
  • Evaluation

03 · Adaptation

Agent modelling

Representing other agents so decisions can adapt to new teammates, opponents and contexts.

  • Representation
  • Adaptation

Code

Browse the wider archive on GitHub.

Open GitHub