Wang Liu

A hierarchical spatio-temporal reinforcement learning framework for cooperative multi-USV search and interception

Multi-USV cooperative search and target interception holds value in maritime security, yet existing methods face three challenges: multi-timescale decision coupling, insufficient heterogeneous observation fusion, and inefficient exploration under sparse rewards. This paper proposes a multi-USV decision-making framework...