Hendrik Woehrle

Distributed AI for Robotics

Robot learning primarily relies on centralized training. While it provides the infrastructure, centralization limits parallel and collaborative learning among robots and place significant computational load on the central server, indicating the need for federated learning (FL) in context of multi-ro…