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Abstract: Dynamic Spectrum Access (DSA) has emerged as an essential technological strategy for addressing the issues of radio spectrum shortage and suboptimal spectrum utilization. Deep Q-Network (DQN ...

Abstract: This study addresses the problem of maximizing the task-assignment reward of a fleet of heterogeneous autonomous aerial vehicles (AAVs) in a dynamic reconnaissance and confirmation task in ...