Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving

Wei-Bin Kou, Shuai Wang, Guangxu Zhu +4

While federated learning (FL) improves the generalization of end-to-end autonomous driving by model aggregation, the conventional single-hop FL (SFL) suffers from slow convergence…