Research theme

Learned communication

End-to-end learning of what to say, when, and to whom — under bandwidth, latency, and reliability constraints.

Communication in real multi-robot deployments is rarely free. We study how agents can learn compact, task-relevant message protocols that degrade gracefully when bandwidth drops or links are lost.