Multi-agent coordination

We develop algorithms that let teams of robots reach collective decisions without a central planner. Our recent work studies how learned policies can be made robust to sparse, noisy, or actively adversarial communication, and how to verify that emergent group behaviour stays within safe operating envelopes.