Yu Liao

Energy-Aware Federated Multi-Agent Reinforcement Learning for Constrained Multi-AUV Cooperative Sensing

Cooperative autonomous underwater vehicles (AUVs) provide an effective platform for marine environmental monitoring and offshore energy exploration. However, federated learning in constrained underwater networks is challenged by the deep coupling between scarce high-value observations and heterogeneous non-IID sensing...