The goal of the BlueSwarm Project is to develop a 3D swarm testbed inspired by reef fish schools. It is an underwater robot collective, with 30+ fully-autonomous miniature (~10cm) robots, that use purely local communication and sensing to demonstrate complex global 3D coordination.