Distributed Learning of Neural Radiance Fields for Collaborative Multi-Robot Perception

Multiple robotic agents can collaboratively learn a comprehensive neural radiance field (NeRF) representation of a scene by sharing only their learned network weights, without transferring raw sensor data, enabling efficient multi-agent perception.